Triple

T2714541

Position	Surface form	Disambiguated ID	Type / Status
Subject	IRS-CI	`E59936`	entity
Predicate	collaboratesWith	`P37`	FINISHED
Object	United States Attorney’s Offices United States Attorney’s Offices are the federal prosecutorial offices across U.S. judicial districts responsible for representing the federal government in criminal and civil cases.	`E299841`	NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini

Instruction

Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).

Input

Phrase: United States Attorney’s Offices | Statement: [IRS-CI, collaboratesWith, United States Attorney’s Offices]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: United States Attorney’s Offices
Context triple: [IRS-CI, collaboratesWith, United States Attorney’s Offices]

A. United States Attorneys
United States Attorneys are the chief federal prosecutors in each judicial district of the United States, responsible for representing the federal government in criminal and civil cases.
B. United States Attorneys’ Offices appellate units
United States Attorneys’ Offices appellate units are specialized divisions within federal prosecutors’ offices that handle criminal and civil appeals on behalf of the United States in the federal courts of appeals.
C. Executive Office for United States Attorneys
The Executive Office for United States Attorneys is a component of the U.S. Department of Justice that provides administrative support, policy guidance, and coordination for the 94 U.S. Attorneys’ Offices nationwide.
D. United States Department of Justice
The United States Department of Justice is the federal executive department responsible for enforcing U.S. law, ensuring public safety, and overseeing agencies such as the FBI and the Bureau of Prisons.
E. Assistant United States Attorneys
Assistant United States Attorneys are federal prosecutors who represent the United States government in criminal and civil cases in U.S. district courts.
F. None of above. chosen
G. Unsure - the case is ambiguous/there is not enough information to decide.

NEDg Description generation gpt-5.1

Instruction

Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"

Input

Entity: United States Attorney’s Offices
Triple: [IRS-CI, collaboratesWith, United States Attorney’s Offices]

Generated description

United States Attorney’s Offices are the federal prosecutorial offices across U.S. judicial districts responsible for representing the federal government in criminal and civil cases.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: United States Attorney’s Offices
Target entity description: United States Attorney’s Offices are the federal prosecutorial offices across U.S. judicial districts responsible for representing the federal government in criminal and civil cases.

A. United States Attorneys
United States Attorneys are the chief federal prosecutors in each judicial district of the United States, responsible for representing the federal government in criminal and civil cases.
B. United States Attorneys’ Offices appellate units
United States Attorneys’ Offices appellate units are specialized divisions within federal prosecutors’ offices that handle criminal and civil appeals on behalf of the United States in the federal courts of appeals.
C. Executive Office for United States Attorneys
The Executive Office for United States Attorneys is a component of the U.S. Department of Justice that provides administrative support, policy guidance, and coordination for the 94 U.S. Attorneys’ Offices nationwide.
D. United States Department of Justice
The United States Department of Justice is the federal executive department responsible for enforcing U.S. law, ensuring public safety, and overseeing agencies such as the FBI and the Bureau of Prisons.
E. Assistant United States Attorneys
Assistant United States Attorneys are federal prosecutors who represent the United States government in criminal and civil cases in U.S. district courts.
F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step	Stage	Batch ID	Status	When
creating	Elicitation	`batch_69ab4ac92a088190bc74bca14038e3de`	completed	March 6, 2026, 9:44 p.m.
NER	Named-entity recognition	`batch_69abda93a2388190b55a1c821ef6bc64`	completed	March 7, 2026, 7:58 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69afc63dfd4c819093599e6e1f55e9f8`	completed	March 10, 2026, 7:20 a.m.
NEDg	Description generation	`batch_69afc7adb7148190892efb065f0e8006`	completed	March 10, 2026, 7:26 a.m.
NED2	Entity disambiguation (via description)	`batch_69afc853c6f0819080e7982407cce589`	completed	March 10, 2026, 7:29 a.m.

Created at: March 6, 2026, 9:55 p.m.