Triple
T5476127
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South Berkeley |
E122957
|
entity |
| Predicate | hasLandmark |
P105
|
FINISHED |
| Object | Ashby BART flea market area |
E258023
|
NE FINISHED |
How this triple was built (2 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: Ashby BART flea market area | Statement: [South Berkeley, hasLandmark, Ashby BART flea market area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ashby BART flea market area Context triple: [South Berkeley, hasLandmark, Ashby BART flea market area]
-
A.
Ashby BART station
chosen
Ashby BART station is a Bay Area Rapid Transit station in Berkeley, California, serving the surrounding neighborhoods and providing regional rail connections.
-
B.
Temescal, Oakland
Temescal, Oakland is a vibrant, historically diverse neighborhood in North Oakland known for its trendy restaurants, boutiques, and arts scene.
-
C.
Buck Street Market
Buck Street Market is a well-known open-air market in Camden, London, featuring stalls that sell alternative fashion, accessories, and street food.
-
D.
Union Market District
Union Market District is a revitalized Washington, D.C. neighborhood known for its historic wholesale market, diverse food halls, and creative retail and arts spaces.
-
E.
Bayside Marketplace
Bayside Marketplace is a popular open-air shopping, dining, and entertainment complex located along the waterfront in Miami, Florida.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69bd46459ff48190823377457bcf7128 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd923639bc81909a83dd4fcaa8c636 |
completed | March 20, 2026, 6:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf489d7f94819095af2fe23a0b35b9 |
completed | March 22, 2026, 1:40 a.m. |
Created at: March 20, 2026, 2:09 p.m.