Triple
T21577469
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hebei provincial government |
E532434
|
entity |
| Predicate | hasBranch |
P35
|
FINISHED |
| Object |
Hebei Provincial Department of Transport
The Hebei Provincial Department of Transport is the government agency responsible for overseeing transportation planning, construction, management, and policy implementation within China’s Hebei Province.
|
E1491687
|
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: Hebei Provincial Department of Transport | Statement: [Hebei provincial government, hasBranch, Hebei Provincial Department of Transport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hebei Provincial Department of Transport Context triple: [Hebei provincial government, hasBranch, Hebei Provincial Department of Transport]
-
A.
Hubei Provincial Department of Transport
The Hubei Provincial Department of Transport is the provincial government agency responsible for planning, regulating, and managing transportation infrastructure and services within Hubei Province, China.
-
B.
Henan Provincial Department of Transport
The Henan Provincial Department of Transport is the government agency responsible for overseeing and managing transportation infrastructure, policy, and services within China’s Henan Province.
-
C.
Shanxi Provincial Department of Transportation
The Shanxi Provincial Department of Transportation is the government agency responsible for planning, constructing, managing, and regulating the transportation infrastructure and services within Shanxi Province, China.
-
D.
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.
-
E.
Anhui Provincial Department of Transport
The Anhui Provincial Department of Transport is the government agency responsible for overseeing transportation planning, construction, management, and policy implementation within China’s Anhui 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: Hebei Provincial Department of Transport Triple: [Hebei provincial government, hasBranch, Hebei Provincial Department of Transport]
Generated description
The Hebei Provincial Department of Transport is the government agency responsible for overseeing transportation planning, construction, management, and policy implementation within China’s Hebei Province.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hebei Provincial Department of Transport Target entity description: The Hebei Provincial Department of Transport is the government agency responsible for overseeing transportation planning, construction, management, and policy implementation within China’s Hebei Province.
-
A.
Hubei Provincial Department of Transport
The Hubei Provincial Department of Transport is the provincial government agency responsible for planning, regulating, and managing transportation infrastructure and services within Hubei Province, China.
-
B.
Henan Provincial Department of Transport
The Henan Provincial Department of Transport is the government agency responsible for overseeing and managing transportation infrastructure, policy, and services within China’s Henan Province.
-
C.
Shanxi Provincial Department of Transportation
The Shanxi Provincial Department of Transportation is the government agency responsible for planning, constructing, managing, and regulating the transportation infrastructure and services within Shanxi Province, China.
-
D.
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.
-
E.
Anhui Provincial Department of Transport
The Anhui Provincial Department of Transport is the government agency responsible for overseeing transportation planning, construction, management, and policy implementation within China’s Anhui 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_69e0c4618bec8190bcb0feb74568cbb1 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69eeeb59cee08190aae55ad6e2a4e077 |
completed | April 27, 2026, 4:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09f67679c881908cabb5b7f3e8dcb7 |
completed | May 17, 2026, 5:10 p.m. |
| NEDg | Description generation | batch_6a09f6e046e48190a65e3d164c14e4b3 |
completed | May 17, 2026, 5:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09f7e525a88190a37680187b5b0916 |
completed | May 17, 2026, 5:16 p.m. |
Created at: April 16, 2026, 6:31 p.m.