Triple
T19154526
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Taishan municipal government |
E468896
|
entity |
| Predicate | hasBranch |
P35
|
FINISHED |
| Object |
Taishan municipal commerce departments
Taishan municipal commerce departments are local government agencies responsible for formulating and implementing the city’s commercial, trade, and market development policies under the Taishan municipal government.
|
E1360845
|
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: Taishan municipal commerce departments | Statement: [Taishan municipal government, hasBranch, Taishan municipal commerce departments]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Taishan municipal commerce departments Context triple: [Taishan municipal government, hasBranch, Taishan municipal commerce departments]
-
A.
Taishan municipal government
The Taishan municipal government is the local governing authority of Taishan City in Guangdong Province, China, responsible for regional administration, public services, and economic development.
-
B.
Shanghai Municipal Commerce Commission
The Shanghai Municipal Commerce Commission is a government agency responsible for formulating and implementing Shanghai’s commercial, trade, and market development policies under the Shanghai Municipal People’s Government.
-
C.
Taian Municipal People’s Government
Taian Municipal People’s Government is the principal administrative authority responsible for local governance, public services, and policy implementation in Taian, China.
-
D.
Chengdu Municipal Commerce Bureau
The Chengdu Municipal Commerce Bureau is a local government department responsible for formulating and implementing policies related to commerce, trade, and market regulation within Chengdu.
-
E.
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.
- 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: Taishan municipal commerce departments Triple: [Taishan municipal government, hasBranch, Taishan municipal commerce departments]
Generated description
Taishan municipal commerce departments are local government agencies responsible for formulating and implementing the city’s commercial, trade, and market development policies under the Taishan municipal government.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Taishan municipal commerce departments Target entity description: Taishan municipal commerce departments are local government agencies responsible for formulating and implementing the city’s commercial, trade, and market development policies under the Taishan municipal government.
-
A.
Taishan municipal government
The Taishan municipal government is the local governing authority of Taishan City in Guangdong Province, China, responsible for regional administration, public services, and economic development.
-
B.
Shanghai Municipal Commerce Commission
The Shanghai Municipal Commerce Commission is a government agency responsible for formulating and implementing Shanghai’s commercial, trade, and market development policies under the Shanghai Municipal People’s Government.
-
C.
Taian Municipal People’s Government
Taian Municipal People’s Government is the principal administrative authority responsible for local governance, public services, and policy implementation in Taian, China.
-
D.
Chengdu Municipal Commerce Bureau
The Chengdu Municipal Commerce Bureau is a local government department responsible for formulating and implementing policies related to commerce, trade, and market regulation within Chengdu.
-
E.
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.
- 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_69d8dd084ff48190ac0f8c46ee722629 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5eeb81bf08190b0352137eb4a5763 |
completed | April 20, 2026, 9:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a06f256821081908b69afd367040866 |
completed | May 15, 2026, 10:15 a.m. |
| NEDg | Description generation | batch_6a06f303c4fc8190a9a972dd1561bc84 |
completed | May 15, 2026, 10:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a06f4039ca881908679e5da604eea50 |
completed | May 15, 2026, 10:22 a.m. |
Created at: April 10, 2026, 12:06 p.m.