Triple

T13271666
Position Surface form Disambiguated ID Type / Status
Subject Malverne E316074 entity
Predicate hasRailStation P726 FINISHED
Object Malverne station
Malverne station is a Long Island Rail Road commuter rail stop in Malverne, New York, serving the West Hempstead Branch.
E1030169 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: Malverne station | Statement: [Malverne, hasRailStation, Malverne station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Malverne station
Context triple: [Malverne, hasRailStation, Malverne station]
  • A. Oyster Bay station
    Oyster Bay station is a Long Island Rail Road commuter rail terminal located in the hamlet of Oyster Bay on Long Island, New York.
  • B. Plandome station
    Plandome station is a Long Island Rail Road commuter rail stop serving the village of Plandome on the Port Washington Branch in Nassau County, New York.
  • C. Manhasset station
    Manhasset station is a Long Island Rail Road commuter rail stop in Manhasset, New York, serving passengers on the Port Washington Branch.
  • D. Holtsville station
    Holtsville station was a former Long Island Rail Road station in Holtsville, New York, that served the Main Line until its closure and demolition in the late 20th century.
  • E. Bethpage station
    Bethpage station is a Long Island Rail Road commuter rail stop in Bethpage, New York, serving passengers on the Ronkonkoma Branch.
  • 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: Malverne station
Triple: [Malverne, hasRailStation, Malverne station]
Generated description
Malverne station is a Long Island Rail Road commuter rail stop in Malverne, New York, serving the West Hempstead Branch.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Malverne station
Target entity description: Malverne station is a Long Island Rail Road commuter rail stop in Malverne, New York, serving the West Hempstead Branch.
  • A. Oyster Bay station
    Oyster Bay station is a Long Island Rail Road commuter rail terminal located in the hamlet of Oyster Bay on Long Island, New York.
  • B. Plandome station
    Plandome station is a Long Island Rail Road commuter rail stop serving the village of Plandome on the Port Washington Branch in Nassau County, New York.
  • C. Manhasset station
    Manhasset station is a Long Island Rail Road commuter rail stop in Manhasset, New York, serving passengers on the Port Washington Branch.
  • D. Holtsville station
    Holtsville station was a former Long Island Rail Road station in Holtsville, New York, that served the Main Line until its closure and demolition in the late 20th century.
  • E. Bethpage station
    Bethpage station is a Long Island Rail Road commuter rail stop in Bethpage, New York, serving passengers on the Ronkonkoma Branch.
  • 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_69d806b1d9ac8190852c5571d5bd5f0f completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d99020f710819094c2618662bdc7fd completed April 11, 2026, 12:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69f70a51d458819080b8c8f3a4df0f52 completed May 3, 2026, 8:41 a.m.
NEDg Description generation batch_69f70b117c588190bb81ff53664cac4a completed May 3, 2026, 8:45 a.m.
NED2 Entity disambiguation (via description) batch_69f70c04da34819091e01db25741674e completed May 3, 2026, 8:49 a.m.
Created at: April 9, 2026, 9:26 p.m.