Triple

T14978281

Position	Surface form	Disambiguated ID	Type / Status
Subject	Changde Municipal People's Government	`E373508`	entity
Predicate	hasBranch	`P35`	FINISHED
Object	Changde Municipal Commerce Bureau The Changde Municipal Commerce Bureau is a local government department responsible for managing and promoting commercial, trade, and market development affairs within Changde City.	`E1130253`	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: Changde Municipal Commerce Bureau | Statement: [Changde Municipal People's Government, hasBranch, Changde Municipal Commerce Bureau]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Changde Municipal Commerce Bureau
Context triple: [Changde Municipal People's Government, hasBranch, Changde Municipal Commerce Bureau]

A. Changde Municipal People's Government
Changde Municipal People's Government is the principal administrative authority responsible for local governance, public services, and policy implementation in Changde, a prefecture-level city in Hunan Province, China.
B. Hunan Provincial Department of Commerce
Hunan Provincial Department of Commerce is the provincial-level government agency responsible for formulating and implementing commercial, trade, and investment policies in China’s Hunan Province.
C. Hubei Provincial Department of Commerce
The Hubei Provincial Department of Commerce is the provincial government agency responsible for formulating and implementing commercial, trade, and foreign investment policies in China’s Hubei Province.
D. Yongzhou Municipal Government
Yongzhou Municipal Government is the principal local governing body responsible for administering the prefecture-level city of Yongzhou in Hunan Province, China.
E. Yichun Municipal People's Government
Yichun Municipal People's Government is the principal administrative authority responsible for local governance, public services, and policy implementation in the city of Yichun, 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: Changde Municipal Commerce Bureau
Triple: [Changde Municipal People's Government, hasBranch, Changde Municipal Commerce Bureau]

Generated description

The Changde Municipal Commerce Bureau is a local government department responsible for managing and promoting commercial, trade, and market development affairs within Changde City.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Changde Municipal Commerce Bureau
Target entity description: The Changde Municipal Commerce Bureau is a local government department responsible for managing and promoting commercial, trade, and market development affairs within Changde City.

A. Changde Municipal People's Government
Changde Municipal People's Government is the principal administrative authority responsible for local governance, public services, and policy implementation in Changde, a prefecture-level city in Hunan Province, China.
B. Hunan Provincial Department of Commerce
Hunan Provincial Department of Commerce is the provincial-level government agency responsible for formulating and implementing commercial, trade, and investment policies in China’s Hunan Province.
C. Hubei Provincial Department of Commerce
The Hubei Provincial Department of Commerce is the provincial government agency responsible for formulating and implementing commercial, trade, and foreign investment policies in China’s Hubei Province.
D. Yongzhou Municipal Government
Yongzhou Municipal Government is the principal local governing body responsible for administering the prefecture-level city of Yongzhou in Hunan Province, China.
E. Yichun Municipal People's Government
Yichun Municipal People's Government is the principal administrative authority responsible for local governance, public services, and policy implementation in the city of Yichun, 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_69d85ccbbcd48190acb56e7cf104d8ad`	completed	April 10, 2026, 2:13 a.m.
NER	Named-entity recognition	`batch_69ded6fbd138819092254ea37388026c`	completed	April 15, 2026, 12:08 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69fe8beca6d88190a0c1adb18c9f2ac4`	completed	May 9, 2026, 1:20 a.m.
NEDg	Description generation	`batch_69fe8f94018881908d8185d692f9728a`	completed	May 9, 2026, 1:36 a.m.
NED2	Entity disambiguation (via description)	`batch_69fe8fff27e881908163a1339019e192`	completed	May 9, 2026, 1:38 a.m.

Created at: April 10, 2026, 2:51 a.m.