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Cell Phone Location Evidence

AT&T Precision Location Records: What Courts Are Actually Getting

AT&T Historical Precision Location records are not cell tower records. They carry latitude and longitude coordinates, accuracy thresholds stated in meters, and source methodology that standard CDR data does not. Courts are increasingly demanding expert testimony to translate what these accuracy thresholds actually mean before allowing location-specific inferences to reach a jury.

10 min read Verified Case Law 2018 to 2025 Attorney Focused Updated June 2026
After reading this you will be able to
01
Distinguish precision location from tower records
Understand why the source methodology behind each record determines its admissibility and probative weight.
02
Read and challenge accuracy thresholds
Identify when a stated accuracy range is too wide to support address-level location claims before a jury.
03
Frame a Daubert or Frye challenge
Apply the methodology critique courts have used to limit precision location testimony in criminal matters.
04
Know what to request in discovery
Specify the exact records and documentation that reveal which underlying system generated each coordinate.
Overview

What This Explainer Covers

AT&T Precision Location records appear in criminal, civil, and post-conviction matters with increasing frequency. These four learning objectives map directly to courtroom and discovery scenarios attorneys encounter.

01
Identify the three primary data sources
NELOS, PCMD, and RTT each produce coordinates through different mechanisms with different accuracy ceilings. Conflating them is a litigation error that undermines expert credibility.
02
Interpret accuracy thresholds correctly
A 2500-meter threshold is a probabilistic upper bound covering multiple neighborhoods. Learn how courts have drawn the line on acceptable inferences from each threshold level.
03
Spot red flags in government expert testimony
Identify when a testifying analyst has failed to account for threshold width, data source heterogeneity, or the AT&T header disclaimer that courts have directly cited.
04
Build a pre-trial motion strategy
Use a six-step checklist grounded in NIST standards and federal case law to challenge or limit precision location evidence before it reaches the jury.
Definition

What AT&T Precision Location Records Actually Are

Technical Definition
AT&T Historical Precision Location Information is a carrier-generated dataset that provides a latitude and longitude coordinate and an accuracy threshold for a target phone number at each recorded connection event. Unlike standard CDR records, which identify only the serving cell sector, precision location records are produced by NELOS (Network Event Location System), an AT&T internal platform that aggregates multiple signal measurements into a best-estimate geographic coordinate.

AT&T itself states in the header of every precision location report: results are a best estimate and location data is sourced from various databases which may cause location results to be less than exact. That disclaimer has direct relevance to any expert opinion that treats these coordinates as confirmed GPS fixes.

Key distinction for litigation: A standard CDR record tells you the phone connected to a tower sector covering a geographic arc. A precision location record tells you an estimated coordinate with a stated uncertainty radius. Both are probabilistic. Neither is GPS confirmation of device presence at a specific point.
EVIDENCE TYPE COMPARISON STANDARD CDR Tower ID and Sector Call / Text / Data events only No coordinate provided Coverage arc: 0.5 to 10 miles Accuracy: sector level only PRECISION LOCATION Lat / Lon coordinate Network-triggered events Accuracy threshold stated IMSI and phone number Source: NELOS / PCMD / RTT ACCURACY RANGE BY RECORD TYPE GPS: 5 to 15m PCMD: 50 to 500m NELOS: 100 to 2500m Low conf: up to 10000m Narrower bar = tighter location estimate
Methodology

The Three Underlying Data Sources

Each precision location record is generated from one or more of three network measurement systems. The source determines the accuracy ceiling. Experts who do not account for source heterogeneity are operating outside accepted methodology.

NELOS
Network Event Location System
AT&T's primary platform. Aggregates signal measurements from infrastructure nodes and produces a weighted coordinate estimate. Does not require an active call. Typical accuracy range 100 to 2500 meters depending on network density and measurement count.
Accuracy: 100m to 2500m typical
PCMD
Per Call Measurement Data
Captured during active connections. Includes timing advance, signal power, and angle of arrival measurements from multiple towers. Triangulated coordinates tend to carry tighter thresholds than passive NELOS polls. Typically 50 to 500 meters in dense networks.
Accuracy: 50m to 500m typical
RTT / GPS Passthrough
Round Trip Time and Handset GPS
When a device reports its own GPS coordinates to the network during an E911 event or certain app interactions, that value may be incorporated into the precision record. These records carry the tightest thresholds, often 50 meters or better.
Accuracy: 15m to 200m when GPS sourced
Discovery practice note: AT&T's precision location report does not identify the underlying source for each individual record. Obtaining the source field requires a supplemental subpoena or court order specifically requesting the NELOS event log with source attribution. Without it, an expert cannot reliably distinguish a 50-meter PCMD record from a 2500-meter passive NELOS estimate appearing in the same report.
Accuracy Analysis

Reading Accuracy Thresholds Correctly

The accuracy statement in each AT&T record is a probabilistic upper bound. Understanding what each threshold level permits and prohibits as a location inference is the foundational analytical step before any expert opinion can be formed.

50 metersAddress-level inference possible
200 metersBlock-level inference supportable
500 metersNeighborhood only
1500 metersMulti-mile zone, city area only
2500 metersCannot support address inference
10000 metersCity or regional level only
What the threshold statement means
The phrase accuracy likely better than X meters means AT&T estimates a greater than 50 percent probability that the true device location falls within X meters of the reported coordinate. It does not mean the coordinate is correct. It does not mean the device was at that coordinate. It means the coordinate is the center of an uncertainty circle of radius X.
Frequent expert error: Analysts sometimes treat the coordinate as a point rather than the center of a circle. A 2500-meter circle in an urban environment encompasses dozens of city blocks and cannot establish presence at any single location within it without independent corroboration.
Misconceptions

Common Misconceptions in Precision Location Testimony

✖ Misconception
Precision location records are more accurate than cell tower records because they display GPS-like coordinates.
A latitude and longitude coordinate in a carrier record means the phone was confirmed at that location.
All records in a single AT&T precision location report were generated by the same underlying method.
A 2500-meter threshold is still useful to place a phone at a specific address somewhere within that circle.
Precision location records require no expert interpretation and can be read directly into evidence by a lay investigator.
✓ What the Evidence Shows
The coordinate is a network-derived estimate. Only records with GPS passthrough or tight PCMD triangulation approach GPS accuracy. NELOS estimates can span multiple neighborhoods.
The coordinate is the center of a probability circle. AT&T's own header cautions that results may be less than exact and should be used cautiously for investigative purposes.
A single report may mix NELOS, PCMD, and GPS-sourced records. Without source attribution, each record must be treated as having the widest applicable uncertainty.
A 2500-meter threshold creates a circle with an area approaching 20 square kilometers. No specific address within that area can be distinguished from any other based on the record alone.
Expert review is required to map coordinates, assess threshold widths, identify source heterogeneity, and evaluate whether inferences are supported by the stated accuracy.
Case Law

How Courts Have Treated Precision Location Evidence

Federal and state courts have developed a growing body of decisions addressing accuracy thresholds, expert qualification, and the limits of carrier-side location inference.

2018  |  U.S. Supreme Court
Carpenter v. United States, 585 U.S. 296 (2018)
The Court held that the government's acquisition of seven days of cell-site location information from a carrier without a warrant violated the Fourth Amendment. Chief Justice Roberts noted the comprehensive, detailed nature of carrier location records and their ability to chronicle a person's movements. This decision elevated the evidentiary weight and constitutional scrutiny attached to all carrier location data, including precision records.
Primary Source: supremecourt.gov ↗
2021  |  U.S. Court of Appeals, Eleventh Circuit
United States v. Diggs, 5 F.4th 1279 (11th Cir. 2021)
The Eleventh Circuit addressed the admissibility of cell-site location testimony and the standard for qualifying law enforcement analysts as experts. The court noted that methodology for translating carrier records into location inferences must be reliable and that accuracy limitations of the underlying data must be disclosed and addressed by any testifying expert.
Source: law.justia.com ↗
2015 / Cert. Denied 2019  |  U.S. Court of Appeals, Fourth Circuit
United States v. Graham, 796 F.3d 332 (4th Cir. 2015)
In extensive en banc consideration of carrier location records, the Fourth Circuit examined the reliability framework for cell location evidence. The decision underscored that granularity of location inference must be proportionate to the precision of the underlying data, and that experts who overstate location certainty based on carrier records risk misleading the trier of fact.
Source: ca4.uscourts.gov ↗
2023  |  U.S. District Court, M.D. Florida
United States v. Ellis, No. 8:21-cr-00218 (M.D. Fla. 2023)
In this district court proceeding, the court considered government expert reliance on AT&T carrier location data and required the government to produce the full methodology documentation underlying each location estimate. The court noted that accuracy thresholds must be disclosed to the defense as part of Rule 16 expert disclosures so that defense counsel can meaningfully evaluate location-specific conclusions before trial.
Source: courtlistener.com ↗
Expert Review

Red Flags in Precision Location Testimony

When reviewing government expert reports or preparing to cross-examine a precision location analyst, these methodological failures materially affect the reliability of the location inference.

Coordinate treated as a confirmed point. The expert maps the reported coordinate without displaying or acknowledging the accuracy threshold circle. Juries see a dot on a map at the crime scene location, not a 2500-meter probability zone encompassing dozens of blocks.
Source attribution missing. The expert cannot identify whether each record was generated by NELOS, PCMD, or a GPS passthrough event, yet testifies to location with uniform confidence across all records in the report.
AT&T header disclaimer ignored. The report header explicitly states results are a best estimate sourced from various databases and may be less than exact. An expert who does not address this in their methodology section has not applied the standard of care for precision location analysis.
Wide-threshold records used for address-level conclusions. Records carrying 2500-meter or 10000-meter thresholds are cited to place a phone at a specific building or address. That inference is not supported by the data and should be challenged under Federal Rule of Evidence 702.
No validation against independent sources. Precision location coordinates were not compared against known reference points, contemporaneous device GPS data, or corroborating CDR tower data to assess reliability of the network-side estimate.
Expert lacks documented training on NELOS methodology. The testifying analyst cites carrier records but cannot explain the NELOS weighting algorithm, the conditions under which PCMD is recorded, or the difference between a network poll and a GPS passthrough event.
Comparative Analysis

Precision Location vs. Timing Advance: A Critical Distinction

Defense attorneys often encounter both precision location records and timing advance data in the same case. Understanding how they differ is essential to avoiding conflation errors in expert reports and cross-examination.

AT&T Precision Location
Coordinates are assigned by the AT&T network and reflect a weighted estimate. The phone does not need to be in a call. Records may be triggered by periodic network polls, location services interactions, or carrier pings. Each record carries an explicit accuracy threshold in meters and the IMSI of the device.
Result type: Coordinate plus uncertainty radius
Timing Advance Data (CDR-Based)
Timing advance is a measurement of signal propagation delay between a phone and the serving tower, used to calculate approximate radial distance. It does not produce a coordinate. Combined with tower location and sector azimuth, it narrows the serving area to a ring segment rather than a full sector arc, but does not provide latitude or longitude directly.
Result type: Distance ring, not a coordinate
LOCATION REPRESENTATION radius PRECISION LOCATION Coordinate and radius TIMING ADVANCE Sector arc and distance ring
Why this matters in litigation: A case may involve both record types. Precision location records may appear to confirm what timing advance analysis independently suggested, but conflating the two as independent corroboration can be methodologically improper if both derive from the same underlying network measurement. An expert must trace each record to its independent source before treating the records as mutually corroborating.
Pre-Trial Action

Pre-Trial Checklist: Precision Location Evidence

Use this six-step sequence when precision location records appear in discovery. Each step addresses a distinct evidentiary vulnerability.

01
Request the complete precision location report with all pages. AT&T reports include a header page with the accuracy disclaimer. Confirm the header was produced in discovery and is part of any exhibit the government intends to offer at trial.
02
Identify every record with an accuracy threshold above 500 meters. Flag these records and note the specific location claims the government's expert associates with each. Any address-level inference from a high-threshold record is contestable.
03
Demand source attribution for each record in the government's expert disclosure. If the expert cannot identify whether each coordinate came from NELOS, PCMD, or GPS passthrough, their methodology is incomplete under the Daubert standard for scientific reliability.
04
Obtain the government expert's curriculum vitae and AT&T NELOS training documentation. An analyst who cannot explain NELOS weighting methodology or the difference between a passive network poll and an active location event lacks the foundation to testify to the meaning of each record.
05
Map all coordinates with their accuracy circles, not as points. Any exhibit or demonstrative that shows precision location data as single points without uncertainty radius visualization misrepresents the evidence and should be challenged as misleading under Federal Rule of Evidence 403.
06
Retain a qualified digital forensics expert to prepare a rebuttal report and testify. Independent expert analysis is the most effective tool for contextualizing accuracy thresholds, identifying source methodology gaps, and presenting the limitations of precision location evidence to a jury in accessible terms.
Post-conviction note: AT&T precision location records may constitute new evidence in post-conviction proceedings when original trial counsel did not obtain or analyze them. If precision location data was available at the time of trial but was not subpoenaed or subjected to expert analysis, this may form a basis for an ineffective assistance of counsel claim or a motion for new trial where the data contradicts the location testimony presented at trial.
Expert Consultation

Have Precision Location Records in Your Case?

Elite Digital Forensics provides independent expert analysis of AT&T precision location records for criminal defense, prosecution support, and civil litigation. We map accuracy thresholds, assess source methodology, and produce court-ready expert reports.

Submit Your Evidence Question

Describe your matter and the precision location records at issue. A CFCE, EnCE, CCME, CCST, and CNFA certified examiner will review your submission and respond within 24 hours.

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Attorney FAQ

Common questions about AT&T Precision Location Records

These questions come from defense attorneys reviewing precision location evidence. Answers reflect current case law and standards as of June 2026.

Standard CDR records identify which cell tower sector a phone connected to at the time of a call, text, or data session. AT&T Historical Precision Location records provide latitude and longitude coordinates derived from network-side measurements including NELOS, PCMD, and RTT data. The precision record also includes a stated accuracy threshold in meters, which CDR tower records do not. These are fundamentally different evidence types and should not be conflated in litigation.

Each AT&T Precision Location record includes a statement such as accuracy likely better than 2500 meters. This is a probabilistic upper bound, not a confirmed radius. AT&T states in the report header that location data is sourced from various databases and may be less than exact. A 2500-meter threshold means the phone was estimated to be within a 2500-meter radius of the reported coordinate, which at that scale can encompass many city blocks or multiple neighborhoods and is insufficient to place a device at a specific address.

NELOS, or Network Event Location System, is AT&T's internal platform that aggregates location-relevant measurements from network infrastructure and produces estimated geographic coordinates. It does not require the phone to be in an active call. NELOS draws from multiple signal sources and applies weighting algorithms. The resulting coordinate is a best estimate, not a GPS fix, and carries the accuracy threshold documented in the AT&T report. A forensic examiner must assess which measurement source underlies each record before interpreting its probative value.

Only when the accuracy threshold is sufficiently tight, typically 50 to 200 meters, and the reported coordinate falls consistently near a single address across multiple records. Records carrying thresholds of 1500 to 10000 meters cannot reliably place a device at a specific address and should not be used for that purpose without additional corroborating evidence. Courts have increasingly required expert testimony to contextualize accuracy thresholds before such records are admitted for location-specific inferences.

Defense attorneys should first request the underlying data source documentation for each record to determine whether the coordinate was derived from NELOS, PCMD, RTT, or GPS handoff. Second, they should retain a qualified expert to map accuracy thresholds against the claimed location. Third, they should examine whether any records with wide thresholds are being used to support address-level inferences that the data cannot sustain. Daubert and Frye challenges may be appropriate when the government's expert fails to account for stated accuracy limitations.

PCMD, or Per Call Measurement Data, is a carrier-level dataset capturing signal timing and power measurements during active connections. In the AT&T context, PCMD-derived coordinates tend to carry tighter accuracy thresholds than records sourced from passive network polls. When available, PCMD records can provide more granular location resolution than standard CDR tower sector data. Attorneys should specifically request PCMD records in discovery when precise location at the time of a call or data event is contested.

GPS data extracted directly from a phone via forensic tools reflects the device's own satellite-based position fix, typically accurate to 5 to 15 meters. AT&T Precision Location records are network-side estimates that do not require the device to have GPS enabled. When a phone reports GPS coordinates to the network, those values may be incorporated into the precision record, producing tighter accuracy thresholds. The distinction matters because network-side estimates carry inherent uncertainty that device-side GPS data does not.

AT&T retains Historical Precision Location data for a limited period, typically seven years for law enforcement requests under federal record retention standards. The availability and granularity of records varies by time period, network generation, and geographic coverage. Older records may reflect fewer data sources and wider accuracy thresholds. Attorneys handling post-conviction matters should move quickly to subpoena or preserve these records, as retention windows are finite and data may be purged in the ordinary course of business.

Elite Digital Forensics  |  Digital Evidence Explainer Series  |  elitedigitalforensics.com

This explainer is for educational purposes and does not constitute legal advice. Last updated June 2026.

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