Triple

T7468452

Position	Surface form	Disambiguated ID	Type / Status
Subject	Shaoyang	`E176439`	entity
Predicate	governedBy	`P46`	FINISHED
Object	Shaoyang Municipal People's Government Shaoyang Municipal People's Government is the principal local administrative authority responsible for governing and managing public affairs in Shaoyang, a city in Hunan Province, China.	`E667243`	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: Shaoyang Municipal People's Government | Statement: [Shaoyang, governedBy, Shaoyang Municipal People's Government]

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

Target entity: Shaoyang Municipal People's Government
Context triple: [Shaoyang, governedBy, Shaoyang Municipal People's Government]

A. Hengyang Municipal People's Government
Hengyang Municipal People's Government is the principal local administrative authority responsible for governing the prefecture-level city of Hengyang in Hunan Province, China.
B. Yueyang Municipal Government
The Yueyang Municipal Government is the primary local administrative authority responsible for governing and managing public affairs in Yueyang, a prefecture-level city in Hunan Province, China.
C. 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.
D. Xiangyang Municipal People's Government
Xiangyang Municipal People's Government is the principal local administrative authority responsible for governing and managing public affairs in the prefecture-level city of Xiangyang, Hubei Province, China.
E. Zhuzhou Municipal People's Government
Zhuzhou Municipal People's Government is the principal administrative authority responsible for local governance, public services, and economic development in the city of Zhuzhou, Hunan 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: Shaoyang Municipal People's Government
Triple: [Shaoyang, governedBy, Shaoyang Municipal People's Government]

Generated description

Shaoyang Municipal People's Government is the principal local administrative authority responsible for governing and managing public affairs in Shaoyang, a city in Hunan Province, China.

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

Target entity: Shaoyang Municipal People's Government
Target entity description: Shaoyang Municipal People's Government is the principal local administrative authority responsible for governing and managing public affairs in Shaoyang, a city in Hunan Province, China.

A. Hengyang Municipal People's Government
Hengyang Municipal People's Government is the principal local administrative authority responsible for governing the prefecture-level city of Hengyang in Hunan Province, China.
B. Yueyang Municipal Government
The Yueyang Municipal Government is the primary local administrative authority responsible for governing and managing public affairs in Yueyang, a prefecture-level city in Hunan Province, China.
C. 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.
D. Xiangyang Municipal People's Government
Xiangyang Municipal People's Government is the principal local administrative authority responsible for governing and managing public affairs in the prefecture-level city of Xiangyang, Hubei Province, China.
E. Zhuzhou Municipal People's Government
Zhuzhou Municipal People's Government is the principal administrative authority responsible for local governance, public services, and economic development in the city of Zhuzhou, Hunan 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_69c69f223fd88190b4c69b95d7cbeeda`	completed	March 27, 2026, 3:15 p.m.
NER	Named-entity recognition	`batch_69c6f3f6f23881908e3e80b0c7335a15`	completed	March 27, 2026, 9:17 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c83475392c8190a51d24e1530c0c83`	completed	March 28, 2026, 8:05 p.m.
NEDg	Description generation	`batch_69c835ce5bbc8190b968535c16cfc660`	completed	March 28, 2026, 8:10 p.m.
NED2	Entity disambiguation (via description)	`batch_69c836a80eb081908b9937944fe18661`	completed	March 28, 2026, 8:14 p.m.

Created at: March 27, 2026, 3:40 p.m.