Triple
T6978256
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Yantai |
E161767
|
entity |
| Predicate | hasHighTechZone |
P13026
|
FINISHED |
| Object | Yantai Hi-tech Industrial Development Zone |
E633554
|
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: Yantai Hi-tech Industrial Development Zone | Statement: [Yantai, hasHighTechZone, Yantai Hi-tech Industrial Development Zone]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Yantai Hi-tech Industrial Development Zone Context triple: [Yantai, hasHighTechZone, Yantai Hi-tech Industrial Development Zone]
-
A.
Yantai Economic and Technological Development Zone
chosen
Yantai Economic and Technological Development Zone is a major coastal industrial and high-tech development area in Yantai, Shandong Province, designed to attract foreign investment and promote export-oriented manufacturing.
-
B.
Dongying District
Dongying District is the central urban district and administrative seat of Dongying City in Shandong Province, China.
-
C.
Zhifu District, Yantai
Zhifu District is the central urban district and historic core of Yantai, a coastal city on China’s Shandong Peninsula known for its port, commerce, and seaside tourism.
-
D.
Muping District, Yantai
Muping District is a coastal urban district of Yantai in eastern Shandong Province, China, known for its maritime economy and location on the Shandong Peninsula.
-
E.
Fushan District, Yantai
Fushan District, Yantai is an urban district of the coastal city of Yantai in eastern Shandong Province, China, known for its industrial development and proximity to the Yellow Sea.
- 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: hasHighTechZone Context triple: [Yantai, hasHighTechZone, Yantai Hi-tech Industrial Development Zone]
-
A.
hasAdvancedTechnologySector
Indicates that an entity possesses or includes a developed sector focused on advanced or high-tech industries, products, or services.
-
B.
hasInnovationHub
Indicates that an entity hosts, contains, or is associated with a dedicated center or facility focused on innovation activities.
-
C.
isTechnologicalHubOf
Indicates that a location serves as a central focal point for technological activity, development, or innovation for another specified area or community.
-
D.
hasIndustrialAreaType
Indicates that an entity’s industrial area is classified as a specific type or category of industrial zone.
-
E.
hasIndustrialPark
chosen
Indicates that a location or entity possesses or contains an industrial park within its area or jurisdiction.
- 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_69c68854a0d88190bc0bf82263f1afce |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6db68d25c8190a1776908619ad979 |
completed | March 27, 2026, 7:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c76a0ad57c81909aec9f619dc68bd7 |
completed | March 28, 2026, 5:41 a.m. |
| PD | Predicate disambiguation | batch_69c6d7c262508190a7708b3d9cf23d7c |
completed | March 27, 2026, 7:17 p.m. |
Created at: March 27, 2026, 2:31 p.m.