Triple

T18508364
Position Surface form Disambiguated ID Type / Status
Subject Ben Affleck as Bobby Walker E452260 entity
Predicate employerInStory P40735 FINISHED
Object Global Transportation Systems NE NERFINISHED

How this triple was built (3 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: Global Transportation Systems | Statement: [Ben Affleck as Bobby Walker, employerInStory, Global Transportation Systems]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Global Transportation Systems
Context triple: [Ben Affleck as Bobby Walker, employerInStory, Global Transportation Systems]
  • A. United States transportation system
    The United States transportation system is the nationwide network of highways, railroads, air routes, waterways, and public transit infrastructure that supports the movement of people and goods across the country.
  • B. Multimodal Transportation
    Multimodal Transportation is a division focused on planning, coordinating, and supporting transportation systems that integrate multiple modes such as transit, rail, aviation, ports, and pedestrian and bicycle travel.
  • C. Transit Systems
    Transit Systems is a major Australian public transport operator that runs bus services across several cities and regions under government contracts.
  • D. Loop transportation system
    The Loop transportation system is The Boring Company’s proposed network of underground tunnels using autonomous electric vehicles to move passengers rapidly and bypass surface traffic congestion.
  • E. allied transportation systems
    Allied Transportation Systems is a transportation and logistics company that collaborates with other service providers to offer coordinated transit and freight solutions.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Global Transportation Systems
Target entity description: Global Transportation Systems is a fictional corporate employer featured in the film "The Company Men," where Ben Affleck’s character Bobby Walker works before being laid off.
  • A. United States transportation system
    The United States transportation system is the nationwide network of highways, railroads, air routes, waterways, and public transit infrastructure that supports the movement of people and goods across the country.
  • B. Multimodal Transportation
    Multimodal Transportation is a division focused on planning, coordinating, and supporting transportation systems that integrate multiple modes such as transit, rail, aviation, ports, and pedestrian and bicycle travel.
  • C. Transit Systems
    Transit Systems is a major Australian public transport operator that runs bus services across several cities and regions under government contracts.
  • D. Loop transportation system
    The Loop transportation system is The Boring Company’s proposed network of underground tunnels using autonomous electric vehicles to move passengers rapidly and bypass surface traffic congestion.
  • E. allied transportation systems
    Allied Transportation Systems is a transportation and logistics company that collaborates with other service providers to offer coordinated transit and freight solutions.
  • F. None of above. chosen

Provenance (2 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_69d8d386df84819092355ebb260d848e completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e53344033c8190a0883aef56ba79c3 completed April 19, 2026, 7:55 p.m.
Created at: April 10, 2026, 11:36 a.m.