Triple
T8571377
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Liaocheng |
E202932
|
entity |
| Predicate | governingBody |
P46
|
FINISHED |
| Object |
Liaocheng Municipal People’s Government
Liaocheng Municipal People’s Government is the principal administrative authority responsible for local governance, public services, and policy implementation in the prefecture-level city of Liaocheng, Shandong Province, China.
|
E744124
|
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: Liaocheng Municipal People’s Government | Statement: [Liaocheng, governingBody, Liaocheng Municipal People’s Government]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Liaocheng Municipal People’s Government Context triple: [Liaocheng, governingBody, Liaocheng Municipal People’s Government]
-
A.
Kaifeng Municipal People's Government
Kaifeng Municipal People's Government is the principal administrative authority responsible for local governance, public services, and policy implementation in the city of Kaifeng, Henan Province, China.
-
B.
Lu’an Municipal People’s Government
Lu’an Municipal People’s Government is the principal administrative authority responsible for local governance, public services, and policy implementation in the prefecture-level city of Lu’an in Anhui Province, China.
-
C.
Cangzhou Municipal People's Government
Cangzhou Municipal People's Government is the principal administrative authority responsible for local governance, public services, and policy implementation in the city of Cangzhou, China.
-
D.
Pingdingshan Municipal People's Government
Pingdingshan Municipal People's Government is the principal administrative authority responsible for local governance, public services, and policy implementation in the city of Pingdingshan, Henan Province, China.
-
E.
Hengshui Municipal People's Government
The Hengshui Municipal People's Government is the principal administrative authority responsible for local governance, public services, and policy implementation in Hengshui, a city in Hebei 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: Liaocheng Municipal People’s Government Triple: [Liaocheng, governingBody, Liaocheng Municipal People’s Government]
Generated description
Liaocheng Municipal People’s Government is the principal administrative authority responsible for local governance, public services, and policy implementation in the prefecture-level city of Liaocheng, Shandong Province, China.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Liaocheng Municipal People’s Government Target entity description: Liaocheng Municipal People’s Government is the principal administrative authority responsible for local governance, public services, and policy implementation in the prefecture-level city of Liaocheng, Shandong Province, China.
-
A.
Kaifeng Municipal People's Government
Kaifeng Municipal People's Government is the principal administrative authority responsible for local governance, public services, and policy implementation in the city of Kaifeng, Henan Province, China.
-
B.
Lu’an Municipal People’s Government
Lu’an Municipal People’s Government is the principal administrative authority responsible for local governance, public services, and policy implementation in the prefecture-level city of Lu’an in Anhui Province, China.
-
C.
Cangzhou Municipal People's Government
Cangzhou Municipal People's Government is the principal administrative authority responsible for local governance, public services, and policy implementation in the city of Cangzhou, China.
-
D.
Pingdingshan Municipal People's Government
Pingdingshan Municipal People's Government is the principal administrative authority responsible for local governance, public services, and policy implementation in the city of Pingdingshan, Henan Province, China.
-
E.
Hengshui Municipal People's Government
The Hengshui Municipal People's Government is the principal administrative authority responsible for local governance, public services, and policy implementation in Hengshui, a city in Hebei 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_69ca8327b0a881908606ff860713964d |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbea4223888190a56d9026ae0b9ec0 |
completed | March 31, 2026, 3:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce8983bd3c819094457b5160bc928d |
completed | April 2, 2026, 3:21 p.m. |
| NEDg | Description generation | batch_69ce8ac1dba48190bbad47a762130aab |
completed | April 2, 2026, 3:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce8eae70008190b2c7bbe4ce8d4c0a |
completed | April 2, 2026, 3:43 p.m. |
Created at: March 30, 2026, 6:21 p.m.