Triple
T15010263
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | MARTA Red Line |
E377815
|
entity |
| Predicate | servesBusinessDistrict |
P16988
|
FINISHED |
| Object | Buckhead business district |
E77676
|
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: Buckhead business district | Statement: [MARTA Red Line, servesBusinessDistrict, Buckhead business district]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Buckhead business district Context triple: [MARTA Red Line, servesBusinessDistrict, Buckhead business district]
-
A.
Buckhead
chosen
Buckhead is an affluent, upscale district in Atlanta known for its luxury shopping, dining, and high-rise residential and commercial developments.
-
B.
Peachtree Center
Peachtree Center is a major mixed-use commercial complex and transit hub in downtown Atlanta, known for its interconnected office towers, hotels, and retail spaces.
-
C.
Midtown South
Midtown South is a central Manhattan commercial and residential district known for its dense office buildings, hotels, and proximity to major transit and shopping hubs.
-
D.
Midtown Atlanta
Midtown Atlanta is a vibrant commercial and cultural district in Atlanta, Georgia, known for its arts institutions, high-rise skyline, and bustling urban lifestyle.
-
E.
Midtown West
Midtown West is a neighborhood on the west side of Midtown Manhattan in New York City, known for its mix of residential high-rises, commercial buildings, and proximity to major attractions like Times Square and the Theater District.
- 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_69d85cd3a3c881908c71fc424d459c17 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69ded734943481908dad4ceed4fe850c |
completed | April 15, 2026, 12:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69feef603b788190ad747d73af2363d4 |
completed | May 9, 2026, 8:25 a.m. |
Created at: April 10, 2026, 2:55 a.m.