Triple
T1560769
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 34th Street–Herald Square station |
E33315
|
entity |
| Predicate | servesArea |
P82
|
FINISHED |
| Object | Midtown Manhattan shopping district |
E10658
|
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: Midtown Manhattan shopping district | Statement: [34th Street–Herald Square station, servesArea, Midtown Manhattan shopping district]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Midtown Manhattan shopping district Context triple: [34th Street–Herald Square station, servesArea, Midtown Manhattan shopping district]
-
A.
Midtown Manhattan
chosen
Midtown Manhattan is a major commercial and cultural district in New York City, known for its dense concentration of skyscrapers, corporate headquarters, shopping avenues, and iconic landmarks like Times Square and the Empire State Building.
-
B.
Lower Manhattan
Lower Manhattan is the southernmost part of the borough of Manhattan in New York City, known as a major financial, commercial, and cultural hub that includes Wall Street and the Financial District.
-
C.
Upper Manhattan
Upper Manhattan is the northernmost section of the borough of Manhattan in New York City, encompassing neighborhoods such as Harlem, Washington Heights, and Inwood.
-
D.
Flatiron District
The Flatiron District is a Manhattan neighborhood known for its iconic Flatiron Building, historic architecture, and role as a hub for tech companies and trendy dining.
-
E.
East Side of Manhattan
The East Side of Manhattan is a densely populated and diverse section of New York City known for its residential neighborhoods, major hospitals, and iconic avenues running along the East River.
- 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_69a885ef9cf48190b0af0f5ce3d02231 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a90885d6208190b4b7d6ad336d4d16 |
completed | March 5, 2026, 4:37 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae719b71488190ad3de9f58d0d46a3 |
completed | March 9, 2026, 7:07 a.m. |
Created at: March 4, 2026, 7:27 p.m.