Triple

T17340062
Position Surface form Disambiguated ID Type / Status
Subject SEPTA Silverliner II E421042 entity
Predicate precededBy P97 FINISHED
Object PRR MP54
PRR MP54 was a class of early 20th-century electric multiple-unit commuter railcars used extensively by the Pennsylvania Railroad in the Philadelphia region.
E1262359 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: PRR MP54 | Statement: [SEPTA Silverliner II, precededBy, PRR MP54]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: PRR MP54
Context triple: [SEPTA Silverliner II, precededBy, PRR MP54]
  • A. PRR K2
    The PRR K2 was an early class of steam locomotives used by the Pennsylvania Railroad, serving as a predecessor to the more famous K4s Pacific-type engines.
  • B. PRR K4s
    The PRR K4s was a class of iconic 4-6-2 "Pacific" steam locomotives that served as the primary passenger power for the Pennsylvania Railroad in the first half of the 20th century.
  • C. PRR E8
    The PRR E8 was a class of experimental 4-4-2 "Atlantic" type steam locomotives built by the Pennsylvania Railroad in the early 20th century to test high-speed passenger service concepts.
  • D. PRR T1
    The PRR T1 was a class of streamlined 4-4-4-4 duplex steam locomotives built for the Pennsylvania Railroad in the 1940s, known for their high-speed passenger service and distinctive Art Deco styling.
  • E. PA5 railcar
    The PA5 railcar is a modern electric multiple unit train used on the PATH rapid transit system serving New York and New Jersey.
  • 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: PRR MP54
Triple: [SEPTA Silverliner II, precededBy, PRR MP54]
Generated description
PRR MP54 was a class of early 20th-century electric multiple-unit commuter railcars used extensively by the Pennsylvania Railroad in the Philadelphia region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: PRR MP54
Target entity description: PRR MP54 was a class of early 20th-century electric multiple-unit commuter railcars used extensively by the Pennsylvania Railroad in the Philadelphia region.
  • A. PRR K2
    The PRR K2 was an early class of steam locomotives used by the Pennsylvania Railroad, serving as a predecessor to the more famous K4s Pacific-type engines.
  • B. PRR K4s
    The PRR K4s was a class of iconic 4-6-2 "Pacific" steam locomotives that served as the primary passenger power for the Pennsylvania Railroad in the first half of the 20th century.
  • C. PRR E8
    The PRR E8 was a class of experimental 4-4-2 "Atlantic" type steam locomotives built by the Pennsylvania Railroad in the early 20th century to test high-speed passenger service concepts.
  • D. PRR T1
    The PRR T1 was a class of streamlined 4-4-4-4 duplex steam locomotives built for the Pennsylvania Railroad in the 1940s, known for their high-speed passenger service and distinctive Art Deco styling.
  • E. PA5 railcar
    The PA5 railcar is a modern electric multiple unit train used on the PATH rapid transit system serving New York and New Jersey.
  • 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_69d889d3adc881909319f1edb8d2a956 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e43a14ec90819098db2ac0d58a53e1 completed April 19, 2026, 2:12 a.m.
NED1 Entity disambiguation (via context triple) batch_6a018c588a7081909ab108cb4adfedfe completed May 11, 2026, 7:59 a.m.
NEDg Description generation batch_6a018e0f09c881909296656b2732bf1e completed May 11, 2026, 8:06 a.m.
NED2 Entity disambiguation (via description) batch_6a018e7b453c81909f75593237bcf9ec completed May 11, 2026, 8:08 a.m.
Created at: April 10, 2026, 5:44 a.m.