Triple
T7101831
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Zhuzhou |
E165476
|
entity |
| Predicate | formsUrbanClusterWith |
P38278
|
FINISHED |
| Object | Changsha |
E29743
|
NE FINISHED |
Named-entity recognition
Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.
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: Changsha | Statement: [Zhuzhou, formsUrbanClusterWith, Changsha]
Disambiguation candidates (2 decisions)
The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Changsha Context triple: [Zhuzhou, formsUrbanClusterWith, Changsha]
-
A.
Changsha
chosen
Changsha is the capital city of Hunan Province in south-central China, known as a historic cultural center and major regional economic hub.
-
B.
Zhuzhou
Zhuzhou is a major industrial and transportation hub city in south-central China, known especially for its rail transit and manufacturing industries.
-
C.
Changde
Changde is a city in northwestern Hunan Province, China, historically significant as a major battleground during the Second Sino-Japanese War.
-
D.
Xiangtan
Xiangtan is a prefecture-level city in central Hunan Province, China, known as an important industrial and commercial hub and for encompassing Shaoshan, the birthplace of Mao Zedong.
-
E.
Hengyang
Hengyang is a major industrial and transportation hub city in southern China, located along the Xiang River in the south of Hunan Province.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: formsUrbanClusterWith Context triple: [Zhuzhou, formsUrbanClusterWith, Changsha]
-
A.
formsUrbanAreaWith
chosen
Indicates that two or more settlements are geographically and functionally connected so that together they constitute a single continuous urban area.
-
B.
isUrbanForm
Indicates that an entity represents or exhibits characteristics of an urban built environment or city-like spatial structure.
-
C.
arealCluster
Indicates that entities belong to the same spatially contiguous or closely grouped geographic area.
-
D.
hasUrbanAgglomeration
Indicates that an entity includes, is associated with, or is characterized by a specific urban agglomeration (a densely populated urban area and its surrounding zones).
-
E.
isUrbanCentreFor
Indicates that one place functions as the primary urban hub or central city serving another area or population.
- F. None of above.
Provenance (4 batches)
| Stage | Batch ID | Job type | Status |
|---|---|---|---|
| creating | batch_69c6887fcddc8190a5d58908f6dee590 |
elicitation | completed |
| NER | batch_69c6e588aee08190bfb3d96135c0a322 |
ner | completed |
| NED1 | batch_69c7ad83aa288190b06262ac9898f5c1 |
ned_source_triple | completed |
| PD | batch_69c6e1c313e481908b61a23fc89f9332 |
pd | completed |
Created at: March 27, 2026, 2:42 p.m.