Triple

T18242808
Position Surface form Disambiguated ID Type / Status
Subject Martinez Amtrak station E436861 entity
Predicate railLine P848 FINISHED
Object UP Martinez Subdivision
The UP Martinez Subdivision is a Union Pacific Railroad main line in Northern California that carries significant passenger and freight traffic, including Amtrak services through Martinez.
E1314047 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: UP Martinez Subdivision | Statement: [Martinez Amtrak station, railLine, UP Martinez Subdivision]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: UP Martinez Subdivision
Context triple: [Martinez Amtrak station, railLine, UP Martinez Subdivision]
  • A. Hudson Subdivision
    The Hudson Subdivision is a key railroad line in New York State that carries passenger and freight trains along the Hudson River corridor, including service through Albany–Rensselaer station.
  • B. Weston Subdivision
    Weston Subdivision is a key railway corridor in the Greater Toronto Area used by GO Transit and other operators for commuter and freight rail services.
  • C. Carman Subdivision
    Carman Subdivision is a railway line in New York State that serves as a key freight route and connector within the regional rail network.
  • D. Roxbury Subdivision
    Roxbury Subdivision is a rail line operated by the New England Central Railroad, forming part of its regional freight rail network in New England.
  • E. San Luis Obispo Subdivision
    The San Luis Obispo Subdivision is a railroad line segment in California that forms part of the Union Pacific (formerly Southern Pacific) Coast Line, serving the San Luis Obispo area and surrounding region.
  • 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: UP Martinez Subdivision
Triple: [Martinez Amtrak station, railLine, UP Martinez Subdivision]
Generated description
The UP Martinez Subdivision is a Union Pacific Railroad main line in Northern California that carries significant passenger and freight traffic, including Amtrak services through Martinez.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: UP Martinez Subdivision
Target entity description: The UP Martinez Subdivision is a Union Pacific Railroad main line in Northern California that carries significant passenger and freight traffic, including Amtrak services through Martinez.
  • A. Hudson Subdivision
    The Hudson Subdivision is a key railroad line in New York State that carries passenger and freight trains along the Hudson River corridor, including service through Albany–Rensselaer station.
  • B. Weston Subdivision
    Weston Subdivision is a key railway corridor in the Greater Toronto Area used by GO Transit and other operators for commuter and freight rail services.
  • C. Carman Subdivision
    Carman Subdivision is a railway line in New York State that serves as a key freight route and connector within the regional rail network.
  • D. Roxbury Subdivision
    Roxbury Subdivision is a rail line operated by the New England Central Railroad, forming part of its regional freight rail network in New England.
  • E. San Luis Obispo Subdivision
    The San Luis Obispo Subdivision is a railroad line segment in California that forms part of the Union Pacific (formerly Southern Pacific) Coast Line, serving the San Luis Obispo area and surrounding region.
  • 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_69d8b91104e08190a8241f7d260a5162 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4f7e4f0548190bc617e6acd17010d completed April 19, 2026, 3:42 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03ac7124f88190bfc0064e00946586 completed May 12, 2026, 10:40 p.m.
NEDg Description generation batch_6a03ad3be75c819080f57a24747ec55f completed May 12, 2026, 10:44 p.m.
NED2 Entity disambiguation (via description) batch_6a03aede6ea481908bb9acdb2ff17e9a completed May 12, 2026, 10:51 p.m.
Created at: April 10, 2026, 10:33 a.m.