Triple

T7062505
Position Surface form Disambiguated ID Type / Status
Subject Bethpage station E164251 entity
Predicate hasAdjacentStation P231 FINISHED
Object Farmingdale station
Farmingdale station is a Long Island Rail Road commuter rail stop in Farmingdale, New York, serving the Main Line (Ronkonkoma Branch).
E643827 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: Farmingdale station | Statement: [Bethpage station, hasAdjacentStation, Farmingdale station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Farmingdale station
Context triple: [Bethpage station, hasAdjacentStation, Farmingdale station]
  • A. Hicksville station
    Hicksville station is a major Long Island Rail Road commuter rail hub in Hicksville, New York, serving multiple branches and offering extensive connections.
  • B. Hempstead station
    Hempstead station is a Long Island Rail Road commuter rail station in Hempstead, New York, serving as the primary rail hub for the surrounding community.
  • C. Cedarhurst station
    Cedarhurst station is a Long Island Rail Road commuter rail stop serving the village of Cedarhurst in Nassau County, New York.
  • D. Ridgewood station
    Ridgewood station is a commuter rail stop in Ridgewood, New Jersey, serving as a key hub on NJ Transit's Port Jervis and Main/Bergen County lines.
  • E. Floral Park station
    Floral Park station is a Long Island Rail Road commuter rail stop in Floral Park, New York, serving multiple branches including the Main 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: Farmingdale station
Triple: [Bethpage station, hasAdjacentStation, Farmingdale station]
Generated description
Farmingdale station is a Long Island Rail Road commuter rail stop in Farmingdale, New York, serving the Main Line (Ronkonkoma Branch).
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Farmingdale station
Target entity description: Farmingdale station is a Long Island Rail Road commuter rail stop in Farmingdale, New York, serving the Main Line (Ronkonkoma Branch).
  • A. Hicksville station
    Hicksville station is a major Long Island Rail Road commuter rail hub in Hicksville, New York, serving multiple branches and offering extensive connections.
  • B. Hempstead station
    Hempstead station is a Long Island Rail Road commuter rail station in Hempstead, New York, serving as the primary rail hub for the surrounding community.
  • C. Cedarhurst station
    Cedarhurst station is a Long Island Rail Road commuter rail stop serving the village of Cedarhurst in Nassau County, New York.
  • D. Ridgewood station
    Ridgewood station is a commuter rail stop in Ridgewood, New Jersey, serving as a key hub on NJ Transit's Port Jervis and Main/Bergen County lines.
  • E. Floral Park station
    Floral Park station is a Long Island Rail Road commuter rail stop in Floral Park, New York, serving multiple branches including the Main 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_69c688796c148190adb2f1596f595f22 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e45cf7488190a7ff15665e283c37 completed March 27, 2026, 8:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7a316374c81908deeb60b8f58a3c8 completed March 28, 2026, 9:44 a.m.
NEDg Description generation batch_69c7a41986308190ac540663ddfd6802 completed March 28, 2026, 9:49 a.m.
NED2 Entity disambiguation (via description) batch_69c7a4be1cbc8190a7e4eb91d604f994 completed March 28, 2026, 9:51 a.m.
Created at: March 27, 2026, 2:38 p.m.