Triple
T8326765
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Foshan |
E194972
|
entity |
| Predicate | hasNotableDistrictForIndustry |
P15910
|
FINISHED |
| Object | Shunde District |
E556447
|
NE FINISHED |
How this triple was built (3 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: Shunde District | Statement: [Foshan, hasNotableDistrictForIndustry, Shunde District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shunde District Context triple: [Foshan, hasNotableDistrictForIndustry, Shunde District]
-
A.
Shunde District
chosen
Shunde District is a prosperous urban district in Foshan, Guangdong, China, known for its manufacturing industry, Cantonese cuisine, and cultural attractions.
-
B.
Xiangzhou District
Xiangzhou District is the central urban district of Zhuhai in Guangdong Province, China, known for its government, commercial, and coastal areas facing Macau.
-
C.
Huizhou District
Huizhou District is an administrative district of Huangshan City in Anhui Province, China, known for its historic Huizhou culture and traditional architecture.
-
D.
Nanhai District
Nanhai District is an urban district in Foshan, Guangdong Province, China, known for its historical significance and rapid economic development within the Pearl River Delta region.
-
E.
Zhongshan County
Zhongshan County is a county in Guangdong Province, China, named in honor of Sun Yat-sen (Sun Zhongshan), the founding father of modern China.
- 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: hasNotableDistrictForIndustry Context triple: [Foshan, hasNotableDistrictForIndustry, Shunde District]
-
A.
hasIndustrialAreaType
Indicates that an entity’s industrial area is classified as a specific type or category of industrial zone.
-
B.
hasNearbyIndustry
Indicates that an entity is located close to one or more industrial facilities or activities.
-
C.
isIndustrialRegion
chosen
Indicates that a given area functions primarily as a center of industrial activity, characterized by significant manufacturing, production, or related industrial operations.
-
D.
hasBusinessDistrict
Indicates that a place or administrative area contains or includes a designated business district within its boundaries.
-
E.
hasIndustrialSector
Indicates that an entity is associated with, operates in, or belongs to a particular industrial sector or branch of economic activity.
- F. None of above.
Provenance (4 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_69ca82e7a8a88190a32bb5cc0feb012d |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb7f80ed288190b300e18b9bc58824 |
completed | March 31, 2026, 8:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d016c8b6f0819084d14fec00aad335 |
completed | April 3, 2026, 7:36 p.m. |
| PD | Predicate disambiguation | batch_69cb70c3231c81909e3d463192c9de22 |
completed | March 31, 2026, 6:59 a.m. |
Created at: March 30, 2026, 5:56 p.m.