Triple
T4320980
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Xili Subdistrict |
E96514
|
entity |
| Predicate | locatedNear |
P294
|
FINISHED |
| Object |
Nanshan technology and industrial zones
Nanshan technology and industrial zones are major high-tech and industrial clusters in Shenzhen’s Nanshan District, known for concentrating leading technology companies, research institutions, and innovation-driven industries.
|
E432217
|
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: Nanshan technology and industrial zones | Statement: [Xili Subdistrict, locatedNear, Nanshan technology and industrial zones]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nanshan technology and industrial zones Context triple: [Xili Subdistrict, locatedNear, Nanshan technology and industrial zones]
-
A.
Jinshan Industrial Zone
Jinshan Industrial Zone is a major industrial area in Shanghai known for its concentration of large-scale manufacturing and petrochemical enterprises.
-
B.
Xinzhuang Industrial Park
Xinzhuang Industrial Park is a major industrial and technological development zone located in Shanghai’s Minhang District, hosting a concentration of manufacturing and high-tech enterprises.
-
C.
New Taipei Industrial Parks
New Taipei Industrial Parks are key industrial zones in New Taipei City that host a concentration of manufacturing and technology-based enterprises supporting the region’s economic development.
-
D.
Zhangjiang Hi-Tech Park
Zhangjiang Hi-Tech Park is a major technology and innovation hub in Shanghai, known for its concentration of high-tech industries, research institutions, and startups.
-
E.
Zizhu National High-Tech Industrial Development Zone
Zizhu National High-Tech Industrial Development Zone is a major technology and innovation park in Shanghai that hosts research institutions, high-tech enterprises, and university campuses.
- 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: Nanshan technology and industrial zones Triple: [Xili Subdistrict, locatedNear, Nanshan technology and industrial zones]
Generated description
Nanshan technology and industrial zones are major high-tech and industrial clusters in Shenzhen’s Nanshan District, known for concentrating leading technology companies, research institutions, and innovation-driven industries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nanshan technology and industrial zones Target entity description: Nanshan technology and industrial zones are major high-tech and industrial clusters in Shenzhen’s Nanshan District, known for concentrating leading technology companies, research institutions, and innovation-driven industries.
-
A.
Jinshan Industrial Zone
Jinshan Industrial Zone is a major industrial area in Shanghai known for its concentration of large-scale manufacturing and petrochemical enterprises.
-
B.
Xinzhuang Industrial Park
Xinzhuang Industrial Park is a major industrial and technological development zone located in Shanghai’s Minhang District, hosting a concentration of manufacturing and high-tech enterprises.
-
C.
New Taipei Industrial Parks
New Taipei Industrial Parks are key industrial zones in New Taipei City that host a concentration of manufacturing and technology-based enterprises supporting the region’s economic development.
-
D.
Zhangjiang Hi-Tech Park
Zhangjiang Hi-Tech Park is a major technology and innovation hub in Shanghai, known for its concentration of high-tech industries, research institutions, and startups.
-
E.
Zizhu National High-Tech Industrial Development Zone
Zizhu National High-Tech Industrial Development Zone is a major technology and innovation park in Shanghai that hosts research institutions, high-tech enterprises, and university campuses.
- 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_69b345422aac81909ddbadae437d122e |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b35114ed2c8190949c5d8032d7b921 |
completed | March 12, 2026, 11:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5d08d70408190aca5793a480cf54f |
completed | March 14, 2026, 9:18 p.m. |
| NEDg | Description generation | batch_69b5d4607a688190a3a7352579ea5ee7 |
completed | March 14, 2026, 9:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5d51068dc819099ac28361188dcc4 |
completed | March 14, 2026, 9:37 p.m. |
Created at: March 12, 2026, 11:12 p.m.