Triple

T1365051
Position Surface form Disambiguated ID Type / Status
Subject Lansdale/Doylestown Line E29182 entity
Predicate formerName P65 FINISHED
Object R5 Lansdale/Doylestown
R5 Lansdale/Doylestown was the former designation for SEPTA’s commuter rail service running from Center City Philadelphia to the Lansdale and Doylestown suburbs.
E156510 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: R5 Lansdale/Doylestown | Statement: [Lansdale/Doylestown Line, formerName, R5 Lansdale/Doylestown]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: R5 Lansdale/Doylestown
Context triple: [Lansdale/Doylestown Line, formerName, R5 Lansdale/Doylestown]
  • A. Doylestown, Pennsylvania
    Doylestown, Pennsylvania is a historic borough and the county seat of Bucks County, known for its cultural institutions, museums, and role as a suburban hub north of Philadelphia.
  • B. Langhorne
    Langhorne is a surname most notably associated with Crystal Langhorne, an American professional basketball player who starred in the WNBA.
  • C. Langhorne
    Langhorne is the middle name of Samuel Langhorne Clemens, better known by his pen name Mark Twain, the famed American author and humorist.
  • D. Braddock, Pennsylvania
    Braddock, Pennsylvania is a historic industrial town near Pittsburgh best known as the site of Andrew Carnegie’s first steel mill and a key early center of the American steel industry.
  • E. Downing Park
    Downing Park is a historic public park in Newburgh, New York, designed in the late 19th century by landscape architects Frederick Law Olmsted and Calvert Vaux.
  • 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: R5 Lansdale/Doylestown
Triple: [Lansdale/Doylestown Line, formerName, R5 Lansdale/Doylestown]
Generated description
R5 Lansdale/Doylestown was the former designation for SEPTA’s commuter rail service running from Center City Philadelphia to the Lansdale and Doylestown suburbs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: R5 Lansdale/Doylestown
Target entity description: R5 Lansdale/Doylestown was the former designation for SEPTA’s commuter rail service running from Center City Philadelphia to the Lansdale and Doylestown suburbs.
  • A. Doylestown, Pennsylvania
    Doylestown, Pennsylvania is a historic borough and the county seat of Bucks County, known for its cultural institutions, museums, and role as a suburban hub north of Philadelphia.
  • B. Langhorne
    Langhorne is the middle name of Samuel Langhorne Clemens, better known by his pen name Mark Twain, the famed American author and humorist.
  • C. Langhorne
    Langhorne is a surname most notably associated with Crystal Langhorne, an American professional basketball player who starred in the WNBA.
  • D. Braddock, Pennsylvania
    Braddock, Pennsylvania is a historic industrial town near Pittsburgh best known as the site of Andrew Carnegie’s first steel mill and a key early center of the American steel industry.
  • E. Downing Park
    Downing Park is a historic public park in Newburgh, New York, designed in the late 19th century by landscape architects Frederick Law Olmsted and Calvert Vaux.
  • 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_69a498d77abc8190913bf57e5f51d2c4 completed March 1, 2026, 7:51 p.m.
NER Named-entity recognition batch_69a4c2b725248190bdfdc0031ddc477f completed March 1, 2026, 10:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69acce7604908190a3754a20bdcb6266 completed March 8, 2026, 1:18 a.m.
NEDg Description generation batch_69accff65bf481908227d3837412276b completed March 8, 2026, 1:25 a.m.
NED2 Entity disambiguation (via description) batch_69acd0603f608190b37fad8f97f84f48 completed March 8, 2026, 1:26 a.m.
Created at: March 1, 2026, 7:57 p.m.