Triple

T7527084
Position Surface form Disambiguated ID Type / Status
Subject Metrolink San Bernardino Line E177919 entity
Predicate hasStation P35 FINISHED
Object Montclair station
Montclair station is a commuter rail and transit hub in Montclair, California, serving Metrolink trains and connecting bus services in the Inland Empire region.
E679935 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: Montclair station | Statement: [Metrolink San Bernardino Line, hasStation, Montclair station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Montclair station
Context triple: [Metrolink San Bernardino Line, hasStation, Montclair station]
  • A. Montclair Heights station
    Montclair Heights station is a New Jersey Transit commuter rail station in Montclair, New Jersey, providing service along the Montclair-Boonton Line.
  • B. Morristown station
    Morristown station is a historic New Jersey Transit rail station in Morristown, New Jersey, serving as a key commuter hub on the Morris & Essex Lines.
  • C. Berkeley Heights station
    Berkeley Heights station is a commuter rail stop in Berkeley Heights, New Jersey, serving passengers on NJ Transit's Gladstone Branch.
  • D. Rahway station
    Rahway station is a New Jersey Transit commuter rail station in Rahway, New Jersey, serving as a key stop on multiple lines connecting to New York City and other regional destinations.
  • E. Boonton station
    Boonton station is a New Jersey Transit commuter rail stop in Boonton, New Jersey, serving local passengers on the Montclair-Boonton 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: Montclair station
Triple: [Metrolink San Bernardino Line, hasStation, Montclair station]
Generated description
Montclair station is a commuter rail and transit hub in Montclair, California, serving Metrolink trains and connecting bus services in the Inland Empire region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Montclair station
Target entity description: Montclair station is a commuter rail and transit hub in Montclair, California, serving Metrolink trains and connecting bus services in the Inland Empire region.
  • A. Montclair Heights station
    Montclair Heights station is a New Jersey Transit commuter rail station in Montclair, New Jersey, providing service along the Montclair-Boonton Line.
  • B. Morristown station
    Morristown station is a historic New Jersey Transit rail station in Morristown, New Jersey, serving as a key commuter hub on the Morris & Essex Lines.
  • C. Berkeley Heights station
    Berkeley Heights station is a commuter rail stop in Berkeley Heights, New Jersey, serving passengers on NJ Transit's Gladstone Branch.
  • D. Rahway station
    Rahway station is a New Jersey Transit commuter rail station in Rahway, New Jersey, serving as a key stop on multiple lines connecting to New York City and other regional destinations.
  • E. Boonton station
    Boonton station is a New Jersey Transit commuter rail stop in Boonton, New Jersey, serving local passengers on the Montclair-Boonton 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_69c69f29bf3081909a146aec7755f185 completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f81cc5748190818443c48c9e3114 completed March 27, 2026, 9:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69c89a834d4c8190acf521fcff884109 completed March 29, 2026, 3:20 a.m.
NEDg Description generation batch_69c89d9e0ab881909008c68ad1ca3151 completed March 29, 2026, 3:33 a.m.
NED2 Entity disambiguation (via description) batch_69c89e3514d48190889034c27d85c31e completed March 29, 2026, 3:36 a.m.
Created at: March 27, 2026, 3:47 p.m.