Triple
T8114934
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | DART streetcar |
E189448
|
entity |
| Predicate | serviceArea |
P82
|
FINISHED |
| Object | Oak Cliff |
E70350
|
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: Oak Cliff | Statement: [DART streetcar, serviceArea, Oak Cliff]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oak Cliff Context triple: [DART streetcar, serviceArea, Oak Cliff]
-
A.
Oak Cliff
chosen
Oak Cliff is a historic, predominantly residential district in southwest Dallas, Texas, known for its diverse communities, revitalized neighborhoods, and vibrant arts and dining scenes.
-
B.
Sharpstown
Sharpstown is a large, historically significant residential and commercial neighborhood in southwest Houston known for its diverse population and mid-20th-century suburban development.
-
C.
Third Ward, Houston
Third Ward, Houston is a historically Black, culturally rich neighborhood near downtown Houston known for its civil rights legacy, arts scene, and educational institutions.
-
D.
Farmers Branch
Farmers Branch is a suburban city in the Dallas–Fort Worth metropolitan area known for its residential neighborhoods, parks, and proximity to Dallas.
-
E.
Cockrell Hill
Cockrell Hill is a small, independent city completely surrounded by the city of Dallas in Dallas County, Texas.
- 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_69ca82baad008190ab2859712b9b1607 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb43308e0081909ea0463dabd74e4d |
completed | March 31, 2026, 3:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc943bdaa48190971bf57ae4fb5c21 |
completed | April 1, 2026, 3:42 a.m. |
Created at: March 30, 2026, 5:33 p.m.