Triple
T17944120
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Huangdao District |
E448659
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Qingdao Binhai University Town
Qingdao Binhai University Town is a higher-education cluster in Qingdao that brings together multiple universities and colleges in a planned campus area near the coast.
|
E1297720
|
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: Qingdao Binhai University Town | Statement: [Huangdao District, contains, Qingdao Binhai University Town]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Qingdao Binhai University Town Context triple: [Huangdao District, contains, Qingdao Binhai University Town]
-
A.
Songjiang University Town
Songjiang University Town is a major higher-education hub in Shanghai that clusters multiple universities and colleges within a dedicated campus district.
-
B.
Qingdao University
Qingdao University is a comprehensive public university in Qingdao, China, known for its wide range of academic disciplines and coastal campus setting.
-
C.
Weihai campus
Weihai campus is a coastal branch of the Harbin Institute of Technology located in Weihai, Shandong Province, China, known for engineering and technology education and research.
-
D.
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.
-
E.
Shibei District, Qingdao
Shibei District is a central urban district of Qingdao, a major coastal city in eastern China’s Shandong 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: Qingdao Binhai University Town Triple: [Huangdao District, contains, Qingdao Binhai University Town]
Generated description
Qingdao Binhai University Town is a higher-education cluster in Qingdao that brings together multiple universities and colleges in a planned campus area near the coast.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Qingdao Binhai University Town Target entity description: Qingdao Binhai University Town is a higher-education cluster in Qingdao that brings together multiple universities and colleges in a planned campus area near the coast.
-
A.
Songjiang University Town
Songjiang University Town is a major higher-education hub in Shanghai that clusters multiple universities and colleges within a dedicated campus district.
-
B.
Qingdao University
Qingdao University is a comprehensive public university in Qingdao, China, known for its wide range of academic disciplines and coastal campus setting.
-
C.
Weihai campus
Weihai campus is a coastal branch of the Harbin Institute of Technology located in Weihai, Shandong Province, China, known for engineering and technology education and research.
-
D.
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.
-
E.
Shibei District, Qingdao
Shibei District is a central urban district of Qingdao, a major coastal city in eastern China’s Shandong 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_69d8b9f8cca8819099836916c56b7c95 |
completed | April 10, 2026, 8:51 a.m. |
| NER | Named-entity recognition | batch_69e4ad9819a88190ad4ea7d562cf3f28 |
completed | April 19, 2026, 10:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a032918b0c481908c6bc336c348032d |
completed | May 12, 2026, 1:20 p.m. |
| NEDg | Description generation | batch_6a0329fec9808190abda5e23d83791e5 |
completed | May 12, 2026, 1:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a032baebc1081908637ab12ba35d973 |
completed | May 12, 2026, 1:31 p.m. |
Created at: April 10, 2026, 10:21 a.m.