Triple
T14978280
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Changde Municipal People's Government |
E373508
|
entity |
| Predicate | hasBranch |
P35
|
FINISHED |
| Object |
Changde Municipal Transportation Bureau
The Changde Municipal Transportation Bureau is a local government department responsible for planning, managing, and overseeing transportation and related infrastructure within Changde City.
|
E1130252
|
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 Transportation Bureau | Statement: [Changde Municipal People's Government, hasBranch, Changde Municipal Transportation Bureau]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Changde Municipal Transportation Bureau Context triple: [Changde Municipal People's Government, hasBranch, Changde Municipal Transportation 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 Transport
Hunan Provincial Department of Transport is the provincial government agency responsible for overseeing transportation planning, construction, and management within Hunan Province, China.
-
C.
Changsha municipal authorities
Changsha municipal authorities are the local government bodies responsible for administering and overseeing public services, urban management, and development within the city of Changsha, China.
-
D.
Xiangtan municipal government
The Xiangtan municipal government is the local administrative authority responsible for overseeing and managing public affairs, development, and services within Xiangtan city in Hunan Province, China.
-
E.
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.
- 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 Transportation Bureau Triple: [Changde Municipal People's Government, hasBranch, Changde Municipal Transportation Bureau]
Generated description
The Changde Municipal Transportation Bureau is a local government department responsible for planning, managing, and overseeing transportation and related infrastructure within Changde City.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Changde Municipal Transportation Bureau Target entity description: The Changde Municipal Transportation Bureau is a local government department responsible for planning, managing, and overseeing transportation and related infrastructure 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 Transport
Hunan Provincial Department of Transport is the provincial government agency responsible for overseeing transportation planning, construction, and management within Hunan Province, China.
-
C.
Changsha municipal authorities
Changsha municipal authorities are the local government bodies responsible for administering and overseeing public services, urban management, and development within the city of Changsha, China.
-
D.
Xiangtan municipal government
The Xiangtan municipal government is the local administrative authority responsible for overseeing and managing public affairs, development, and services within Xiangtan city in Hunan Province, China.
-
E.
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.
- 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.