Triple

T8508331
Position Surface form Disambiguated ID Type / Status
Subject Arrow (San Bernardino–Redlands) service E201390 entity
Predicate primaryStation P394 FINISHED
Object San Bernardino Transit Center E687932 NE FINISHED

How this triple was built (2 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: San Bernardino Transit Center | Statement: [Arrow (San Bernardino–Redlands) service, primaryStation, San Bernardino Transit Center]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: San Bernardino Transit Center
Context triple: [Arrow (San Bernardino–Redlands) service, primaryStation, San Bernardino Transit Center]
  • A. San Bernardino Transit Center chosen
    San Bernardino Transit Center is a major multimodal transportation hub in San Bernardino, California, serving as a central connection point for regional rail and bus services.
  • B. Escondido Transit Center
    Escondido Transit Center is a major public transportation hub in Escondido, California, serving as an intermodal connection point for regional rail and bus services.
  • C. San Ysidro Transit Center
    San Ysidro Transit Center is a major public transportation hub in southern San Diego that serves as a key connection point near the U.S.–Mexico border for trolleys and buses.
  • D. Santa Ana Regional Transportation Center
    Santa Ana Regional Transportation Center is a major intermodal transit hub in Santa Ana, California, providing rail and bus connections for commuters and travelers throughout Orange County and the broader Southern California region.
  • E. Addison Transit Center
    Addison Transit Center is a major Dallas Area Rapid Transit (DART) bus facility in Addison, Texas, serving as a key transfer point for local and regional bus routes.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69ca8320e5748190ac2c585a0bba8193 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe5df74e8819086b1445cc907e371 completed March 31, 2026, 3:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf27fc84cc81909b788839bbc8e016 completed April 3, 2026, 2:37 a.m.
Created at: March 30, 2026, 6:15 p.m.