Triple

T16441118
Position Surface form Disambiguated ID Type / Status
Subject Whitemarsh Township, Pennsylvania E399303 entity
Predicate contains P35 FINISHED
Object Spring Mill station
Spring Mill station is a regional rail stop serving commuters in the Whitemarsh Township area of Montgomery County, Pennsylvania.
E1213765 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: Spring Mill station | Statement: [Whitemarsh Township, Pennsylvania, contains, Spring Mill station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Spring Mill station
Context triple: [Whitemarsh Township, Pennsylvania, contains, Spring Mill station]
  • A. Trinity Mills Station
    Trinity Mills Station is a public transit hub in Carrollton, Texas, serving as a stop on Dallas Area Rapid Transit's Green Line light rail and connecting bus services.
  • B. Oak station
    Oak station is a light rail stop on Denver’s Regional Transportation District (RTD) W Line serving the Lakewood, Colorado area.
  • C. Milford Mill station
    Milford Mill station is a rapid transit stop in Baltimore County, Maryland, serving the Baltimore Metro SubwayLink system and the surrounding suburban community.
  • D. Whitefield station
    Whitefield station is a key suburban railway hub serving the Whitefield area and eastern suburbs of Bengaluru, India.
  • E. Mills Hill railway station
    Mills Hill railway station is a suburban rail stop in Greater Manchester, England, serving the local communities around Middleton and north Manchester on the Calder Valley 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: Spring Mill station
Triple: [Whitemarsh Township, Pennsylvania, contains, Spring Mill station]
Generated description
Spring Mill station is a regional rail stop serving commuters in the Whitemarsh Township area of Montgomery County, Pennsylvania.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Spring Mill station
Target entity description: Spring Mill station is a regional rail stop serving commuters in the Whitemarsh Township area of Montgomery County, Pennsylvania.
  • A. Trinity Mills Station
    Trinity Mills Station is a public transit hub in Carrollton, Texas, serving as a stop on Dallas Area Rapid Transit's Green Line light rail and connecting bus services.
  • B. Oak station
    Oak station is a light rail stop on Denver’s Regional Transportation District (RTD) W Line serving the Lakewood, Colorado area.
  • C. Milford Mill station
    Milford Mill station is a rapid transit stop in Baltimore County, Maryland, serving the Baltimore Metro SubwayLink system and the surrounding suburban community.
  • D. Whitefield station
    Whitefield station is a key suburban railway hub serving the Whitefield area and eastern suburbs of Bengaluru, India.
  • E. Mills Hill railway station
    Mills Hill railway station is a suburban rail stop in Greater Manchester, England, serving the local communities around Middleton and north Manchester on the Calder Valley 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_69d87f2c6778819080fcfae53be8f12a completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e32ba7fb0c8190a6a872705cd38987 completed April 18, 2026, 6:58 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00458dde8881909778c9964ddc8efa completed May 10, 2026, 8:45 a.m.
NEDg Description generation batch_6a00472cdc2881908211045515cd21ee completed May 10, 2026, 8:51 a.m.
NED2 Entity disambiguation (via description) batch_6a0047b4b6688190afef52b39788ceae completed May 10, 2026, 8:54 a.m.
Created at: April 10, 2026, 5:10 a.m.