Triple

T12664090
Position Surface form Disambiguated ID Type / Status
Subject BxM8 E302500 entity
Predicate serviceDirection P13415 FINISHED
Object Manhattan to Bronx
"Manhattan to Bronx" refers to the northbound direction of New York City’s BxM8 express bus route, carrying passengers from Manhattan neighborhoods to destinations in the Bronx.
E996468 NE FINISHED

How this triple was built (4 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: Manhattan to Bronx | Statement: [BxM8, serviceDirection, Manhattan to Bronx]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Manhattan to Bronx
Context triple: [BxM8, serviceDirection, Manhattan to Bronx]
  • A. Staten Island–Manhattan corridor
    The Staten Island–Manhattan corridor is a key travel and commuting route linking Staten Island with Manhattan across New York Harbor.
  • B. Manhattan–Brooklyn corridor
    The Manhattan–Brooklyn corridor is a major urban transit route linking Manhattan and Brooklyn, historically used by key New York City subway services such as the Brighton Express.
  • C. Staten Island–Brooklyn corridor
    The Staten Island–Brooklyn corridor is a key transportation link between New York City’s Staten Island and Brooklyn, encompassing major routes that facilitate commuter and freight movement across the Narrows.
  • D. Bronx–Manhattan–Brooklyn corridor
    The Bronx–Manhattan–Brooklyn corridor is a major New York City transit axis linking the Bronx through Manhattan to Brooklyn, heavily served by subway lines and other urban transportation.
  • E. Bronx (via Throgs Neck Bridge)
    Bronx (via Throgs Neck Bridge) refers to the New York City borough located at the northern end of the Throgs Neck Bridge, which connects it to Queens via the Clearview Expressway.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Manhattan to Bronx
Triple: [BxM8, serviceDirection, Manhattan to Bronx]
Generated description
"Manhattan to Bronx" refers to the northbound direction of New York City’s BxM8 express bus route, carrying passengers from Manhattan neighborhoods to destinations in the Bronx.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Manhattan to Bronx
Target entity description: "Manhattan to Bronx" refers to the northbound direction of New York City’s BxM8 express bus route, carrying passengers from Manhattan neighborhoods to destinations in the Bronx.
  • A. Staten Island–Manhattan corridor
    The Staten Island–Manhattan corridor is a key travel and commuting route linking Staten Island with Manhattan across New York Harbor.
  • B. Manhattan–Brooklyn corridor
    The Manhattan–Brooklyn corridor is a major urban transit route linking Manhattan and Brooklyn, historically used by key New York City subway services such as the Brighton Express.
  • C. Staten Island–Brooklyn corridor
    The Staten Island–Brooklyn corridor is a key transportation link between New York City’s Staten Island and Brooklyn, encompassing major routes that facilitate commuter and freight movement across the Narrows.
  • D. Bronx–Manhattan–Brooklyn corridor
    The Bronx–Manhattan–Brooklyn corridor is a major New York City transit axis linking the Bronx through Manhattan to Brooklyn, heavily served by subway lines and other urban transportation.
  • E. Bronx (via Throgs Neck Bridge)
    Bronx (via Throgs Neck Bridge) refers to the New York City borough located at the northern end of the Throgs Neck Bridge, which connects it to Queens via the Clearview Expressway.
  • F. None of above. chosen

Provenance (5 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_69d7bded71a88190bb76e2413af9ea66 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d9617e030881908444743b8a7e0d75 completed April 10, 2026, 8:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6688a19148190b8d252d3706d2b05 completed May 2, 2026, 9:11 p.m.
NEDg Description generation batch_69f669f69fe4819097dfc63780e8587e completed May 2, 2026, 9:17 p.m.
NED2 Entity disambiguation (via description) batch_69f66b619c88819098acbfb60fac9921 completed May 2, 2026, 9:23 p.m.
Created at: April 9, 2026, 5:19 p.m.