Triple

T7089857
Position Surface form Disambiguated ID Type / Status
Subject Berkeley Heights, New Jersey E165162 entity
Predicate contains P35 FINISHED
Object Berkeley Heights station
Berkeley Heights station is a commuter rail stop in Berkeley Heights, New Jersey, serving passengers on NJ Transit's Gladstone Branch.
 E643002 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: Berkeley Heights station | Statement: [Berkeley Heights, New Jersey, contains, Berkeley Heights station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Berkeley Heights station
Context triple: [Berkeley Heights, New Jersey, contains, Berkeley Heights 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. Wood-Ridge station
    Wood-Ridge station is a New Jersey Transit commuter rail stop in Wood-Ridge, New Jersey, serving passengers on the Pascack Valley Line.
  • C. Boonton station
    Boonton station is a New Jersey Transit commuter rail stop in Boonton, New Jersey, serving local passengers on the Montclair-Boonton Line.
  • D. Mahwah station
    Mahwah station is a commuter rail stop in Mahwah, New Jersey, serving NJ Transit’s Port Jervis Line with connections between northern New Jersey and New York State.
  • E. 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.
  • 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: Berkeley Heights station
Triple: [Berkeley Heights, New Jersey, contains, Berkeley Heights station]
Generated description
Berkeley Heights station is a commuter rail stop in Berkeley Heights, New Jersey, serving passengers on NJ Transit's Gladstone Branch.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Berkeley Heights station
Target entity description: Berkeley Heights station is a commuter rail stop in Berkeley Heights, New Jersey, serving passengers on NJ Transit's Gladstone Branch.
  • 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. Wood-Ridge station
    Wood-Ridge station is a New Jersey Transit commuter rail stop in Wood-Ridge, New Jersey, serving passengers on the Pascack Valley Line.
  • C. Boonton station
    Boonton station is a New Jersey Transit commuter rail stop in Boonton, New Jersey, serving local passengers on the Montclair-Boonton Line.
  • D. Mahwah station
    Mahwah station is a commuter rail stop in Mahwah, New Jersey, serving NJ Transit’s Port Jervis Line with connections between northern New Jersey and New York State.
  • E. 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.
  • 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_69c6887d98408190912b9580666b0c1d completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e52ec0348190ac090c2fee3edfb8 completed March 27, 2026, 8:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69c79c924ac88190a237d2e0ac505d51 completed March 28, 2026, 9:17 a.m.
NEDg Description generation batch_69c7a09a5aa881908c3213ba33a7bd6b completed March 28, 2026, 9:34 a.m.
NED2 Entity disambiguation (via description) batch_69c7a113032481909013d4f5f5cd0f6e completed March 28, 2026, 9:36 a.m.
Created at: March 27, 2026, 2:41 p.m.