Triple
T1453207
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tianjin |
E31338
|
entity |
| Predicate | hasDistrict |
P459
|
FINISHED |
| Object |
Binhai New Area
Binhai New Area is a major coastal economic and technological development zone of Tianjin, China, known as a key hub for advanced manufacturing, finance, and international trade.
|
E181151
|
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: Binhai New Area | Statement: [Tianjin, hasDistrict, Binhai New Area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Binhai New Area Context triple: [Tianjin, hasDistrict, Binhai New Area]
-
A.
Dapeng New District
Dapeng New District is a coastal administrative area of Shenzhen known for its scenic beaches, ecological reserves, and historic Dapeng Fortress.
-
B.
Lingang
Lingang is a rapidly developing industrial and high-tech district in Shanghai, China, known for hosting major manufacturing facilities such as Tesla’s Gigafactory Shanghai.
-
C.
Bao’an
Bao’an is a historical county-level area in Guangdong, China, that once encompassed what is now the modern city of Shenzhen.
-
D.
Pudong New Area
Pudong New Area is a major district of Shanghai known for its modern skyline, financial hub in Lujiazui, and rapid urban and economic development along the eastern bank of the Huangpu River.
-
E.
Tianxin District
Tianxin District is a central urban district of Changsha, the capital city of Hunan Province in China, known for its historical sites and commercial areas.
- 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: Binhai New Area Triple: [Tianjin, hasDistrict, Binhai New Area]
Generated description
Binhai New Area is a major coastal economic and technological development zone of Tianjin, China, known as a key hub for advanced manufacturing, finance, and international trade.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Binhai New Area Target entity description: Binhai New Area is a major coastal economic and technological development zone of Tianjin, China, known as a key hub for advanced manufacturing, finance, and international trade.
-
A.
Dapeng New District
Dapeng New District is a coastal administrative area of Shenzhen known for its scenic beaches, ecological reserves, and historic Dapeng Fortress.
-
B.
Lingang
Lingang is a rapidly developing industrial and high-tech district in Shanghai, China, known for hosting major manufacturing facilities such as Tesla’s Gigafactory Shanghai.
-
C.
Bao’an
Bao’an is a historical county-level area in Guangdong, China, that once encompassed what is now the modern city of Shenzhen.
-
D.
Pudong New Area
Pudong New Area is a major district of Shanghai known for its modern skyline, financial hub in Lujiazui, and rapid urban and economic development along the eastern bank of the Huangpu River.
-
E.
Tianxin District
Tianxin District is a central urban district of Changsha, the capital city of Hunan Province in China, known for its historical sites and commercial areas.
- 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_69a499171a28819085b993a3ac78e363 |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c57e82d48190a30a4512f39f5de0 |
completed | March 1, 2026, 11:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad468a1e088190b9f4acea4ad506b4 |
completed | March 8, 2026, 9:51 a.m. |
| NEDg | Description generation | batch_69ad481c9f1c8190a42eb5a8e98d2844 |
completed | March 8, 2026, 9:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad487f5ce08190a72efddc64bd496c |
completed | March 8, 2026, 9:59 a.m. |
Created at: March 1, 2026, 8 p.m.