Triple
T22428613
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Thurman Arnold |
E554436
|
entity |
| Predicate | positionHeld |
P8
|
FINISHED |
| Object |
Assistant Attorney General for the Antitrust Division of the United States Department of Justice
The Assistant Attorney General for the Antitrust Division of the United States Department of Justice is the top federal official responsible for enforcing U.S. antitrust laws and overseeing competition policy and related prosecutions.
|
E1082339
|
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: Assistant Attorney General for the Antitrust Division of the United States Department of Justice | Statement: [Thurman Arnold, positionHeld, Assistant Attorney General for the Antitrust Division of the United States Department of Justice]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Assistant Attorney General for the Antitrust Division of the United States Department of Justice Context triple: [Thurman Arnold, positionHeld, Assistant Attorney General for the Antitrust Division of the United States Department of Justice]
-
A.
Assistant Attorney General for the Criminal Division
The Assistant Attorney General for the Criminal Division is the senior U.S. Department of Justice official responsible for leading and setting policy for federal criminal law enforcement nationwide.
-
B.
United States Assistant Attorney General
The United States Assistant Attorney General is a senior official in the U.S. Department of Justice who oversees one of its major divisions and helps set and implement federal legal and enforcement policy.
-
C.
Assistant United States Attorney General for the Civil Division
The Assistant United States Attorney General for the Civil Division is a senior U.S. Department of Justice official responsible for overseeing federal civil litigation on behalf of the government, including cases involving regulatory enforcement, torts, and constitutional challenges.
-
D.
Assistant Attorney General for the Tax Division
The Assistant Attorney General for the Tax Division is the senior U.S. Department of Justice official responsible for overseeing all federal civil and criminal tax litigation and related enforcement policy.
-
E.
Assistant Attorney General for the Office of Justice Programs
The Assistant Attorney General for the Office of Justice Programs is the senior U.S. Department of Justice official responsible for leading federal efforts to improve the nation’s criminal and juvenile justice systems and support crime victims through policy, grants, and research initiatives.
- 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: Assistant Attorney General for the Antitrust Division of the United States Department of Justice Triple: [Thurman Arnold, positionHeld, Assistant Attorney General for the Antitrust Division of the United States Department of Justice]
Generated description
The Assistant Attorney General for the Antitrust Division of the United States Department of Justice is the top federal official responsible for enforcing U.S. antitrust laws and overseeing competition policy and related prosecutions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Assistant Attorney General for the Antitrust Division of the United States Department of Justice Target entity description: The Assistant Attorney General for the Antitrust Division of the United States Department of Justice is the top federal official responsible for enforcing U.S. antitrust laws and overseeing competition policy and related prosecutions.
-
A.
Assistant Attorney General for the Criminal Division
The Assistant Attorney General for the Criminal Division is the senior U.S. Department of Justice official responsible for leading and setting policy for federal criminal law enforcement nationwide.
-
B.
United States Assistant Attorney General
chosen
The United States Assistant Attorney General is a senior official in the U.S. Department of Justice who oversees one of its major divisions and helps set and implement federal legal and enforcement policy.
-
C.
Assistant United States Attorney General for the Civil Division
The Assistant United States Attorney General for the Civil Division is a senior U.S. Department of Justice official responsible for overseeing federal civil litigation on behalf of the government, including cases involving regulatory enforcement, torts, and constitutional challenges.
-
D.
Assistant Attorney General for the Tax Division
The Assistant Attorney General for the Tax Division is the senior U.S. Department of Justice official responsible for overseeing all federal civil and criminal tax litigation and related enforcement policy.
-
E.
Assistant Attorney General for the Office of Justice Programs
The Assistant Attorney General for the Office of Justice Programs is the senior U.S. Department of Justice official responsible for leading federal efforts to improve the nation’s criminal and juvenile justice systems and support crime victims through policy, grants, and research initiatives.
- F. None of above.
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_69e11e4f2d0c819091aa3558ea2ee630 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15a2f054c819093fbe173c8a4a544 |
completed | April 29, 2026, 1:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0af0f528e881909d15ce99599add66 |
completed | May 18, 2026, 10:59 a.m. |
| NEDg | Description generation | batch_6a0af2a02f78819094cd8f8c84baa89e |
completed | May 18, 2026, 11:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0af301051c8190a0daca4ec909d7d2 |
completed | May 18, 2026, 11:07 a.m. |
Created at: April 16, 2026, 8:47 p.m.