Triple

T8461458
Position Surface form Disambiguated ID Type / Status
Subject Huangshi Municipal People's Government E200048 entity
Predicate hasDepartment P35 FINISHED
Object Huangshi Public Security Bureau
Huangshi Public Security Bureau is the principal law enforcement and public security agency responsible for maintaining social order and safety in Huangshi, Hubei Province, China.
E735294 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: Huangshi Public Security Bureau | Statement: [Huangshi Municipal People's Government, hasDepartment, Huangshi Public Security Bureau]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Huangshi Public Security Bureau
Context triple: [Huangshi Municipal People's Government, hasDepartment, Huangshi Public Security Bureau]
  • A. Huangshi Municipal People's Government
    Huangshi Municipal People's Government is the principal administrative authority responsible for local governance, public services, and policy implementation in the prefecture-level city of Huangshi, Hubei Province, China.
  • B. Wuhan Municipal Public Security Bureau
    The Wuhan Municipal Public Security Bureau is the primary law enforcement agency responsible for public security, policing, and social order in the city of Wuhan, China.
  • C. Hubei Provincial Department of Public Security
    Hubei Provincial Department of Public Security is the main law enforcement and public security authority responsible for policing, social order, and related administrative affairs within China’s Hubei Province.
  • D. Yichang Public Security Bureau
    Yichang Public Security Bureau is the primary law enforcement and public security agency responsible for policing and maintaining social order in Yichang, China.
  • E. Huanggang Municipal People's Government
    Huanggang Municipal People's Government is the chief administrative authority responsible for local governance, public services, and policy implementation in the prefecture-level city of Huanggang, Hubei Province, China.
  • 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: Huangshi Public Security Bureau
Triple: [Huangshi Municipal People's Government, hasDepartment, Huangshi Public Security Bureau]
Generated description
Huangshi Public Security Bureau is the principal law enforcement and public security agency responsible for maintaining social order and safety in Huangshi, Hubei Province, China.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Huangshi Public Security Bureau
Target entity description: Huangshi Public Security Bureau is the principal law enforcement and public security agency responsible for maintaining social order and safety in Huangshi, Hubei Province, China.
  • A. Huangshi Municipal People's Government
    Huangshi Municipal People's Government is the principal administrative authority responsible for local governance, public services, and policy implementation in the prefecture-level city of Huangshi, Hubei Province, China.
  • B. Wuhan Municipal Public Security Bureau
    The Wuhan Municipal Public Security Bureau is the primary law enforcement agency responsible for public security, policing, and social order in the city of Wuhan, China.
  • C. Hubei Provincial Department of Public Security
    Hubei Provincial Department of Public Security is the main law enforcement and public security authority responsible for policing, social order, and related administrative affairs within China’s Hubei Province.
  • D. Yichang Public Security Bureau
    Yichang Public Security Bureau is the primary law enforcement and public security agency responsible for policing and maintaining social order in Yichang, China.
  • E. Huanggang Municipal People's Government
    Huanggang Municipal People's Government is the chief administrative authority responsible for local governance, public services, and policy implementation in the prefecture-level city of Huanggang, Hubei Province, China.
  • 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_69ca83198c4c8190a337bf717d1813f5 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe4a0ff4c8190b17bbd33db632cea completed March 31, 2026, 3:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce1df5d76881909ea5040824985cc3 completed April 2, 2026, 7:42 a.m.
NEDg Description generation batch_69ce1f88d404819096c6024c0e61d1ea completed April 2, 2026, 7:49 a.m.
NED2 Entity disambiguation (via description) batch_69ce209338b48190ba8375200a5529bd completed April 2, 2026, 7:53 a.m.
Created at: March 30, 2026, 6:10 p.m.