Triple

T1789823
Position Surface form Disambiguated ID Type / Status
Subject Title 5 of the United States Code E39469 entity
Predicate shortTitle P38 FINISHED
Object Government Organization and Employees
"Government Organization and Employees" is the short title for Title 5 of the United States Code, which governs the structure, administration, and personnel policies of the federal civil service and related government entities.
E197748 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: Government Organization and Employees | Statement: [Title 5 of the United States Code, shortTitle, Government Organization and Employees]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Government Organization and Employees
Context triple: [Title 5 of the United States Code, shortTitle, Government Organization and Employees]
  • A. Government Section
    Government Section was a key administrative unit within the Allied occupation of Japan responsible for overseeing political reforms, democratization, and the drafting of Japan’s postwar constitution.
  • B. United States federal officials
    United States federal officials are government personnel who hold positions of authority within the executive, legislative, or judicial branches of the U.S. federal government and are responsible for implementing, interpreting, and enforcing national laws and policies.
  • C. Government Security Group
    Government Security Group is a UK Cabinet Office unit responsible for setting and coordinating security policy and standards across government departments and agencies.
  • D. Government Executive
    Government Executive is a media publication focused on news, analysis, and insights about the U.S. federal government and public sector management.
  • E. Personnel Bureau
    The Personnel Bureau is the New York City Police Department division responsible for managing officer recruitment, hiring, assignments, and other human resources functions.
  • 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: Government Organization and Employees
Triple: [Title 5 of the United States Code, shortTitle, Government Organization and Employees]
Generated description
"Government Organization and Employees" is the short title for Title 5 of the United States Code, which governs the structure, administration, and personnel policies of the federal civil service and related government entities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Government Organization and Employees
Target entity description: "Government Organization and Employees" is the short title for Title 5 of the United States Code, which governs the structure, administration, and personnel policies of the federal civil service and related government entities.
  • A. Government Section
    Government Section was a key administrative unit within the Allied occupation of Japan responsible for overseeing political reforms, democratization, and the drafting of Japan’s postwar constitution.
  • B. United States federal officials
    United States federal officials are government personnel who hold positions of authority within the executive, legislative, or judicial branches of the U.S. federal government and are responsible for implementing, interpreting, and enforcing national laws and policies.
  • C. Government Security Group
    Government Security Group is a UK Cabinet Office unit responsible for setting and coordinating security policy and standards across government departments and agencies.
  • D. Government Executive
    Government Executive is a media publication focused on news, analysis, and insights about the U.S. federal government and public sector management.
  • E. Personnel Bureau
    The Personnel Bureau is the New York City Police Department division responsible for managing officer recruitment, hiring, assignments, and other human resources functions.
  • 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_69a88631854081909723959921e45c2b completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa65111e5481909c22abb6ad966814 completed March 6, 2026, 5:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69ada9a8a69c8190885bf06a06d3869f completed March 8, 2026, 4:54 p.m.
NEDg Description generation batch_69adaab52ad081909bb394d0a8046142 completed March 8, 2026, 4:58 p.m.
NED2 Entity disambiguation (via description) batch_69adab33006c8190a65b97be4dfa67e5 completed March 8, 2026, 5 p.m.
Created at: March 4, 2026, 7:32 p.m.