Triple
T14744198
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | IRT 42nd Street Shuttle |
E346424
|
entity |
| Predicate | connectsMajorHubs |
P111188
|
FINISHED |
| Object | Midtown Manhattan |
E10658
|
NE FINISHED |
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: [IRT 42nd Street Shuttle, connectsMajorHubs, Midtown Manhattan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Midtown Manhattan Context triple: [IRT 42nd Street Shuttle, connectsMajorHubs, 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: connectsMajorHubs Context triple: [IRT 42nd Street Shuttle, connectsMajorHubs, Midtown Manhattan]
-
A.
connectsMajorHub
chosen
Indicates that one entity serves as a link or route between major hubs or primary nodes in a network.
-
B.
hasMajorHubIn
Indicates that an entity maintains a primary or significant operational hub or center in a specified location.
-
C.
connectsMajorCity
Indicates that one entity serves as a link or route providing direct connection to a major city.
-
D.
connectsCentralAreaTo
Indicates a relationship where one element serves as a link or pathway between a central area and another location or component.
-
E.
isMajorHubType
Indicates that an entity functions as a primary or central hub within a larger network or system.
- F. None of above.
Provenance (4 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_69d822e6f1c88190bc494d491a907114 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69dec7d002708190a32a4a45e96fc389 |
completed | April 14, 2026, 11:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fdfb9638648190a2a3eb255ec5ae28 |
completed | May 8, 2026, 3:04 p.m. |
| PD | Predicate disambiguation | batch_69de8bf9331481909582045cd567d91f |
completed | April 14, 2026, 6:48 p.m. |
Created at: April 10, 2026, 1:30 a.m.