Triple
T7821949
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Binhai New Area |
E181151
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Tianjin Binhai Hi-tech Industrial Development Area
Tianjin Binhai Hi-tech Industrial Development Area is a major high-tech industrial and innovation zone in Tianjin, China, focused on advanced technology industries and research-driven economic development.
|
E703541
|
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: Tianjin Binhai Hi-tech Industrial Development Area | Statement: [Binhai New Area, contains, Tianjin Binhai Hi-tech Industrial Development Area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tianjin Binhai Hi-tech Industrial Development Area Context triple: [Binhai New Area, contains, Tianjin Binhai Hi-tech Industrial Development Area]
-
A.
Tianjin Economic-Technological Development Area
Tianjin Economic-Technological Development Area is a major industrial and high-tech development zone in Tianjin, China, known for its advanced manufacturing, foreign investment, and export-oriented economy.
-
B.
Tianjin Airport Economic Area
Tianjin Airport Economic Area is a major industrial and logistics hub in Tianjin focused on aviation-related industries, high-tech manufacturing, and modern services.
-
C.
Beijing Economic-Technological Development Area
Beijing Economic-Technological Development Area is a major industrial and high-tech zone in southeastern Beijing, known for its concentration of advanced manufacturing, technology companies, and modern infrastructure.
-
D.
Langfang Economic and Technological Development Zone
Langfang Economic and Technological Development Zone is a state-level industrial and high-tech development area in Langfang, Hebei Province, China, focused on attracting investment and fostering modern manufacturing and technology-driven industries.
-
E.
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.
- 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: Tianjin Binhai Hi-tech Industrial Development Area Triple: [Binhai New Area, contains, Tianjin Binhai Hi-tech Industrial Development Area]
Generated description
Tianjin Binhai Hi-tech Industrial Development Area is a major high-tech industrial and innovation zone in Tianjin, China, focused on advanced technology industries and research-driven economic development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tianjin Binhai Hi-tech Industrial Development Area Target entity description: Tianjin Binhai Hi-tech Industrial Development Area is a major high-tech industrial and innovation zone in Tianjin, China, focused on advanced technology industries and research-driven economic development.
-
A.
Tianjin Economic-Technological Development Area
Tianjin Economic-Technological Development Area is a major industrial and high-tech development zone in Tianjin, China, known for its advanced manufacturing, foreign investment, and export-oriented economy.
-
B.
Tianjin Airport Economic Area
Tianjin Airport Economic Area is a major industrial and logistics hub in Tianjin focused on aviation-related industries, high-tech manufacturing, and modern services.
-
C.
Beijing Economic-Technological Development Area
Beijing Economic-Technological Development Area is a major industrial and high-tech zone in southeastern Beijing, known for its concentration of advanced manufacturing, technology companies, and modern infrastructure.
-
D.
Langfang Economic and Technological Development Zone
Langfang Economic and Technological Development Zone is a state-level industrial and high-tech development area in Langfang, Hebei Province, China, focused on attracting investment and fostering modern manufacturing and technology-driven industries.
-
E.
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.
- 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_69ca828153f48190bdb27ac46f8e0745 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cafa083fe88190a77efb7cfee4bd6f |
completed | March 30, 2026, 10:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cbdee0fddc819086a5736f1a709865 |
completed | March 31, 2026, 2:49 p.m. |
| NEDg | Description generation | batch_69cbe4cf113481908877091f21607978 |
completed | March 31, 2026, 3:14 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc33163ac8819090ec53058a78ef13 |
completed | March 31, 2026, 8:48 p.m. |
Created at: March 30, 2026, 4:41 p.m.