Triple

T21577460
Position Surface form Disambiguated ID Type / Status
Subject Hebei provincial government E532434 entity
Predicate hasBranch P35 FINISHED
Object Hebei Provincial Development and Reform Commission — NE NERFINISHED

How this triple was built (3 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: Hebei Provincial Development and Reform Commission | Statement: [Hebei provincial government, hasBranch, Hebei Provincial Development and Reform Commission]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hebei Provincial Development and Reform Commission
Context triple: [Hebei provincial government, hasBranch, Hebei Provincial Development and Reform Commission]
  • A. Hubei Provincial Development and Reform Commission
    The Hubei Provincial Development and Reform Commission is a key government agency in Hubei, China responsible for macroeconomic planning, industrial policy, and coordinating major development projects within the province.
  • B. Hebei provincial government
    The Hebei provincial government is the administrative authority responsible for governing Hebei Province in northern China, overseeing its cities, economic development, and public affairs.
  • C. Henan Provincial Development and Reform Commission
    The Henan Provincial Development and Reform Commission is a key government agency responsible for macroeconomic planning, industrial policy, and major project approval in China’s Henan Province.
  • D. Beijing Municipal Development and Reform Commission
    The Beijing Municipal Development and Reform Commission is a key government agency responsible for formulating and coordinating Beijing’s economic and social development strategies, plans, and major reform policies.
  • E. Shanxi Provincial Development and Reform Commission
    The Shanxi Provincial Development and Reform Commission is a key provincial government agency responsible for macroeconomic planning, industrial policy, and major project coordination in Shanxi, China.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hebei Provincial Development and Reform Commission
Target entity description: The Hebei Provincial Development and Reform Commission is a key government agency in Hebei, China responsible for macroeconomic planning, industrial policy, and coordinating major development and reform initiatives across the province.
  • A. Hubei Provincial Development and Reform Commission
    The Hubei Provincial Development and Reform Commission is a key government agency in Hubei, China responsible for macroeconomic planning, industrial policy, and coordinating major development projects within the province.
  • B. Hebei provincial government
    The Hebei provincial government is the administrative authority responsible for governing Hebei Province in northern China, overseeing its cities, economic development, and public affairs.
  • C. Henan Provincial Development and Reform Commission
    The Henan Provincial Development and Reform Commission is a key government agency responsible for macroeconomic planning, industrial policy, and major project approval in China’s Henan Province.
  • D. Beijing Municipal Development and Reform Commission
    The Beijing Municipal Development and Reform Commission is a key government agency responsible for formulating and coordinating Beijing’s economic and social development strategies, plans, and major reform policies.
  • E. Shanxi Provincial Development and Reform Commission
    The Shanxi Provincial Development and Reform Commission is a key provincial government agency responsible for macroeconomic planning, industrial policy, and major project coordination in Shanxi, China.
  • F. None of above. chosen

Provenance (2 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_69e0c4618bec8190bcb0feb74568cbb1 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69eeeb59cee08190aae55ad6e2a4e077 completed April 27, 2026, 4:51 a.m.
Created at: April 16, 2026, 6:31 p.m.