Triple
T19413487
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Huaqiangbei Subdistrict |
E485648
|
entity |
| Predicate | hasPublicTransport |
P1288
|
FINISHED |
| Object |
Huaqiang North Station
Huaqiang North Station is a metro station serving Shenzhen’s major electronics and commercial district of Huaqiangbei.
|
E1377263
|
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: Huaqiang North Station | Statement: [Huaqiangbei Subdistrict, hasPublicTransport, Huaqiang North Station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Huaqiang North Station Context triple: [Huaqiangbei Subdistrict, hasPublicTransport, Huaqiang North Station]
-
A.
Huaqiangbei commercial area
Huaqiangbei commercial area is a famous electronics and technology marketplace in Shenzhen, China, known for its dense concentration of gadget wholesalers, component vendors, and consumer electronics shops.
-
B.
Huaqiang Road station
Huaqiang Road station is a Shenzhen Metro station serving the busy Huaqiangbei electronics and commercial district in Shenzhen, China.
-
C.
Huaqiangbei Subdistrict
Huaqiangbei Subdistrict is a major commercial area in Shenzhen, China, best known for its vast electronics markets and dense concentration of technology-related businesses.
-
D.
Dongmen Station
Dongmen Station is a key Taipei Metro interchange hub connecting multiple subway lines in central Taipei, Taiwan.
-
E.
Xinfadi Market
Xinfadi Market is a major wholesale food and agricultural products market in Beijing, known as one of the city’s largest distribution hubs for fruits, vegetables, and meat.
- 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: Huaqiang North Station Triple: [Huaqiangbei Subdistrict, hasPublicTransport, Huaqiang North Station]
Generated description
Huaqiang North Station is a metro station serving Shenzhen’s major electronics and commercial district of Huaqiangbei.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Huaqiang North Station Target entity description: Huaqiang North Station is a metro station serving Shenzhen’s major electronics and commercial district of Huaqiangbei.
-
A.
Huaqiangbei commercial area
Huaqiangbei commercial area is a famous electronics and technology marketplace in Shenzhen, China, known for its dense concentration of gadget wholesalers, component vendors, and consumer electronics shops.
-
B.
Huaqiang Road station
Huaqiang Road station is a Shenzhen Metro station serving the busy Huaqiangbei electronics and commercial district in Shenzhen, China.
-
C.
Huaqiangbei Subdistrict
Huaqiangbei Subdistrict is a major commercial area in Shenzhen, China, best known for its vast electronics markets and dense concentration of technology-related businesses.
-
D.
Dongmen Station
Dongmen Station is a key Taipei Metro interchange hub connecting multiple subway lines in central Taipei, Taiwan.
-
E.
Xinfadi Market
Xinfadi Market is a major wholesale food and agricultural products market in Beijing, known as one of the city’s largest distribution hubs for fruits, vegetables, and meat.
- 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_69d8e8d688f881909c85104a62e09d8a |
completed | April 10, 2026, 12:11 p.m. |
| NER | Named-entity recognition | batch_69e62af834fc81908cb176076de10c1c |
completed | April 20, 2026, 1:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a073b230d788190a927035709ac5be6 |
completed | May 15, 2026, 3:26 p.m. |
| NEDg | Description generation | batch_6a073bc941688190af3b7daee5c5d7e3 |
completed | May 15, 2026, 3:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a073c574c808190b2ae6df5477c27bb |
completed | May 15, 2026, 3:31 p.m. |
Created at: April 10, 2026, 1:37 p.m.