Triple
T18990607
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | M (New York City Subway service) |
E464671
|
entity |
| Predicate | connectsToBusinessDistrict |
P75875
|
FINISHED |
| Object | Midtown Manhattan |
—
|
NE NERFINISHED |
How this triple was built (3 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 | Statement: [M (New York City Subway service), connectsToBusinessDistrict, Midtown Manhattan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Midtown Manhattan Context triple: [M (New York City Subway service), connectsToBusinessDistrict, Midtown Manhattan]
-
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.
Manhattan West Side
Manhattan West Side is the western portion of the borough of Manhattan in New York City, encompassing neighborhoods along the Hudson River such as Chelsea, Hell’s Kitchen, and the Upper West Side.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: connectsToBusinessDistrict Context triple: [M (New York City Subway service), connectsToBusinessDistrict, Midtown Manhattan]
-
A.
hasBusinessDistrict
Indicates that a place or administrative area contains or includes a designated business district within its boundaries.
-
B.
connectsToCommercialArea
chosen
Indicates that one location has a direct link, route, or access path to a commercial area.
-
C.
isInBusinessDistrict
Indicates that an entity is located within a designated business or commercial district area.
-
D.
connectsToUrbanCenter
Indicates that one entity has a direct or functional linkage to an urban center, such as through infrastructure, services, or regular interaction.
-
E.
connectsCommercialAreas
Indicates a relationship where one entity links or provides direct access between two or more commercial areas or business districts.
- F. None of above.
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_69d8dd01a56c81909694a128c66b21d7 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5d6632cb08190a28f6ab74c2156d8 |
completed | April 20, 2026, 7:31 a.m. |
| PD | Predicate disambiguation | batch_69e4a2f88e0c81908cb20f08bf24cd32 |
completed | April 19, 2026, 9:40 a.m. |
Created at: April 10, 2026, 12:01 p.m.