Triple

T14692700
Position Surface form Disambiguated ID Type / Status
Subject Handan Municipal Government E345072 entity
Predicate hasPart P35 FINISHED
Object Handan Municipal Science and Technology Bureau
Handan Municipal Science and Technology Bureau is a local government agency responsible for formulating and implementing science and technology policies and promoting technological innovation in Handan City.
E1114396 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: Handan Municipal Science and Technology Bureau | Statement: [Handan Municipal Government, hasPart, Handan Municipal Science and Technology Bureau]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Handan Municipal Science and Technology Bureau
Context triple: [Handan Municipal Government, hasPart, Handan Municipal Science and Technology Bureau]
  • A. Handan Municipal Government
    Handan Municipal Government is the primary local administrative authority responsible for governing and managing public affairs in the city of Handan, China.
  • B. Hangzhou Municipal Housing and Urban–Rural Development Bureau
    The Hangzhou Municipal Housing and Urban–Rural Development Bureau is a local government department responsible for planning, regulating, and managing housing, construction, and urban–rural development affairs in Hangzhou.
  • C. Hangzhou Municipal Development and Reform Commission
    The Hangzhou Municipal Development and Reform Commission is a key government agency responsible for formulating and coordinating the city’s economic and social development strategies, plans, and major reform initiatives.
  • D. Hangzhou Municipal Emergency Management Bureau
    The Hangzhou Municipal Emergency Management Bureau is the city-level government agency responsible for coordinating disaster prevention, emergency response, and safety supervision in Hangzhou, China.
  • E. Hangzhou Municipal People’s Government
    Hangzhou Municipal People’s Government is the principal administrative authority responsible for local governance, public services, and policy implementation in the city of Hangzhou, 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: Handan Municipal Science and Technology Bureau
Triple: [Handan Municipal Government, hasPart, Handan Municipal Science and Technology Bureau]
Generated description
Handan Municipal Science and Technology Bureau is a local government agency responsible for formulating and implementing science and technology policies and promoting technological innovation in Handan City.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Handan Municipal Science and Technology Bureau
Target entity description: Handan Municipal Science and Technology Bureau is a local government agency responsible for formulating and implementing science and technology policies and promoting technological innovation in Handan City.
  • A. Handan Municipal Government
    Handan Municipal Government is the primary local administrative authority responsible for governing and managing public affairs in the city of Handan, China.
  • B. Hangzhou Municipal Housing and Urban–Rural Development Bureau
    The Hangzhou Municipal Housing and Urban–Rural Development Bureau is a local government department responsible for planning, regulating, and managing housing, construction, and urban–rural development affairs in Hangzhou.
  • C. Hangzhou Municipal Development and Reform Commission
    The Hangzhou Municipal Development and Reform Commission is a key government agency responsible for formulating and coordinating the city’s economic and social development strategies, plans, and major reform initiatives.
  • D. Hangzhou Municipal Emergency Management Bureau
    The Hangzhou Municipal Emergency Management Bureau is the city-level government agency responsible for coordinating disaster prevention, emergency response, and safety supervision in Hangzhou, China.
  • E. Hangzhou Municipal People’s Government
    Hangzhou Municipal People’s Government is the principal administrative authority responsible for local governance, public services, and policy implementation in the city of Hangzhou, 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_69d822e34b348190ada4d1cdb6c7c226 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb585d46c81908d6964130914cec4 completed April 14, 2026, 9:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69fde18b4bdc8190b5daf05484de7cd8 completed May 8, 2026, 1:13 p.m.
NEDg Description generation batch_69fde5c65ce0819092a385e92243a3c7 completed May 8, 2026, 1:31 p.m.
NED2 Entity disambiguation (via description) batch_69fde638f42c8190ba56f9e2f4b03090 completed May 8, 2026, 1:33 p.m.
Created at: April 10, 2026, 1:28 a.m.