Triple

T535412
Position Surface form Disambiguated ID Type / Status
Subject SEPTA rapid transit network E12314 entity
Predicate hasRollingStock P1305 FINISHED
Object M-4 cars (Market–Frankford Line)
M-4 cars (Market–Frankford Line) are the stainless-steel rapid transit vehicles used on SEPTA’s Market–Frankford Line in Philadelphia, providing high-frequency metro service across the city.
E66733 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: M-4 cars (Market–Frankford Line) | Statement: [SEPTA rapid transit network, hasRollingStock, M-4 cars (Market–Frankford Line)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: M-4 cars (Market–Frankford Line)
Context triple: [SEPTA rapid transit network, hasRollingStock, M-4 cars (Market–Frankford Line)]
  • A. R179 subway cars
    The R179 subway cars are a modern class of stainless-steel New York City Subway rolling stock built by Bombardier for the B Division lines, featuring updated technology and improved passenger amenities.
  • B. SEPTA Market–Frankford Line
    The SEPTA Market–Frankford Line is a major rapid transit route in Philadelphia that runs east–west across the city, connecting key neighborhoods and commercial districts.
  • C. Superliner bi-level cars
    Superliner bi-level cars are double-decker passenger railcars used by Amtrak on long-distance routes, designed to provide increased capacity and enhanced comfort for overnight and scenic train travel.
  • D. R160 subway cars
    The R160 subway cars are a class of modern New Technology Train rolling stock used on various New York City Subway lines, featuring electronic signage, automated announcements, and improved accessibility and reliability compared to older fleets.
  • E. Brill streetcar
    The Brill streetcar is a historic electric tramcar model built by the J.G. Brill Company, known for its early 20th-century use in urban street railway systems and preservation in heritage streetcar fleets.
  • 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: M-4 cars (Market–Frankford Line)
Triple: [SEPTA rapid transit network, hasRollingStock, M-4 cars (Market–Frankford Line)]
Generated description
M-4 cars (Market–Frankford Line) are the stainless-steel rapid transit vehicles used on SEPTA’s Market–Frankford Line in Philadelphia, providing high-frequency metro service across the city.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: M-4 cars (Market–Frankford Line)
Target entity description: M-4 cars (Market–Frankford Line) are the stainless-steel rapid transit vehicles used on SEPTA’s Market–Frankford Line in Philadelphia, providing high-frequency metro service across the city.
  • A. R179 subway cars
    The R179 subway cars are a modern class of stainless-steel New York City Subway rolling stock built by Bombardier for the B Division lines, featuring updated technology and improved passenger amenities.
  • B. SEPTA Market–Frankford Line
    The SEPTA Market–Frankford Line is a major rapid transit route in Philadelphia that runs east–west across the city, connecting key neighborhoods and commercial districts.
  • C. Superliner bi-level cars
    Superliner bi-level cars are double-decker passenger railcars used by Amtrak on long-distance routes, designed to provide increased capacity and enhanced comfort for overnight and scenic train travel.
  • D. R160 subway cars
    The R160 subway cars are a class of modern New Technology Train rolling stock used on various New York City Subway lines, featuring electronic signage, automated announcements, and improved accessibility and reliability compared to older fleets.
  • E. Brill streetcar
    The Brill streetcar is a historic electric tramcar model built by the J.G. Brill Company, known for its early 20th-century use in urban street railway systems and preservation in heritage streetcar fleets.
  • 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_69a4933208e88190891f5debab1b776d completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a496d904408190a2ed16c839017623 completed March 1, 2026, 7:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4b8b002688190b7cf2e2f4b4433bf completed March 1, 2026, 10:07 p.m.
NEDg Description generation batch_69a4bbb9159c81908b82b7dd24a7b0c4 completed March 1, 2026, 10:20 p.m.
NED2 Entity disambiguation (via description) batch_69a4bc47505c81909700486be643beb0 completed March 1, 2026, 10:23 p.m.
Created at: March 1, 2026, 7:32 p.m.