Triple

T20301891
Position Surface form Disambiguated ID Type / Status
Subject Blue Line (MBTA) E505501 entity
Predicate hasStation P35 FINISHED
Object Beachmont station
Beachmont station is an MBTA rapid transit stop on the Blue Line located in Revere, Massachusetts, serving nearby residential neighborhoods and Revere Beach.
E1435808 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: Beachmont station | Statement: [Blue Line (MBTA), hasStation, Beachmont station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Beachmont station
Context triple: [Blue Line (MBTA), hasStation, Beachmont station]
  • A. Ravenswood station
    Ravenswood station is a commuter rail stop in Chicago, Illinois, served by Metra’s Union Pacific North Line and connecting the Ravenswood neighborhood to downtown and northern suburbs.
  • B. Canton Junction station
    Canton Junction station is a Massachusetts Bay Transportation Authority (MBTA) commuter rail station in Canton, Massachusetts, serving as a junction point for trains on the Providence/Stoughton Line.
  • C. Old Town station
    Old Town station is a commuter rail stop in Lewisville, Texas, serving Denton County’s A-train line.
  • D. Montgomery St. station
    Montgomery St. station is a major underground Bay Area Rapid Transit (BART) station located in San Francisco’s Financial District, serving as a key hub for commuters and connections to Muni Metro.
  • E. Briarwood station
    Briarwood station is a New York City Subway station in Queens serving the IND Queens Boulevard Line.
  • 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: Beachmont station
Triple: [Blue Line (MBTA), hasStation, Beachmont station]
Generated description
Beachmont station is an MBTA rapid transit stop on the Blue Line located in Revere, Massachusetts, serving nearby residential neighborhoods and Revere Beach.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Beachmont station
Target entity description: Beachmont station is an MBTA rapid transit stop on the Blue Line located in Revere, Massachusetts, serving nearby residential neighborhoods and Revere Beach.
  • A. Ravenswood station
    Ravenswood station is a commuter rail stop in Chicago, Illinois, served by Metra’s Union Pacific North Line and connecting the Ravenswood neighborhood to downtown and northern suburbs.
  • B. Canton Junction station
    Canton Junction station is a Massachusetts Bay Transportation Authority (MBTA) commuter rail station in Canton, Massachusetts, serving as a junction point for trains on the Providence/Stoughton Line.
  • C. Old Town station
    Old Town station is a commuter rail stop in Lewisville, Texas, serving Denton County’s A-train line.
  • D. Montgomery St. station
    Montgomery St. station is a major underground Bay Area Rapid Transit (BART) station located in San Francisco’s Financial District, serving as a key hub for commuters and connections to Muni Metro.
  • E. Briarwood station
    Briarwood station is a New York City Subway station in Queens serving the IND Queens Boulevard Line.
  • 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_69e0b4b8ab648190906e18538c250148 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6770d82b48190b21ce7c52ec6d5a0 completed April 20, 2026, 6:57 p.m.
NED1 Entity disambiguation (via context triple) batch_6a089d23e6808190a26b30d46546a84b completed May 16, 2026, 4:36 p.m.
NEDg Description generation batch_6a089df251c481908043e3d7ad79198f completed May 16, 2026, 4:40 p.m.
NED2 Entity disambiguation (via description) batch_6a089e8a05488190b3470f4ffb5927ce completed May 16, 2026, 4:42 p.m.
Created at: April 16, 2026, 11:17 a.m.