Triple

T6434441
Position Surface form Disambiguated ID Type / Status
Subject Pennsylvania Department of Transportation E129857 entity
Predicate hasDivision P35 FINISHED
Object 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.
E591883 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: Multimodal Transportation | Statement: [Pennsylvania Department of Transportation, hasDivision, Multimodal Transportation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Multimodal Transportation
Context triple: [Pennsylvania Department of Transportation, hasDivision, Multimodal Transportation]
  • A. 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.
  • B. Transport Phenomena
    Transport Phenomena is a foundational textbook in chemical engineering that systematically treats momentum, heat, and mass transfer using a unified, rigorous mathematical framework.
  • C. Metropolitan Transit System
    The Metropolitan Transit System is the primary public transportation agency serving the San Diego region, operating buses, trolleys, and related transit services.
  • D. Sistema de Transporte Colectivo
    Sistema de Transporte Colectivo is the public agency responsible for operating and managing the Mexico City Metro system.
  • E. Nation multimodal interchange
    Nation multimodal interchange is a major Paris transport hub that connects multiple metro lines and other transit services, facilitating high-volume passenger transfers.
  • 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: Multimodal Transportation
Triple: [Pennsylvania Department of Transportation, hasDivision, Multimodal Transportation]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Multimodal Transportation
Target entity description: 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.
  • A. 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.
  • B. Transport Phenomena
    Transport Phenomena is a foundational textbook in chemical engineering that systematically treats momentum, heat, and mass transfer using a unified, rigorous mathematical framework.
  • C. Metropolitan Transit System
    The Metropolitan Transit System is the primary public transportation agency serving the San Diego region, operating buses, trolleys, and related transit services.
  • D. Sistema de Transporte Colectivo
    Sistema de Transporte Colectivo is the public agency responsible for operating and managing the Mexico City Metro system.
  • E. Nation multimodal interchange
    Nation multimodal interchange is a major Paris transport hub that connects multiple metro lines and other transit services, facilitating high-volume passenger transfers.
  • 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_69c0084caac48190a7bc2ad8ba44536f completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c0693f73ec8190883470b57f8141aa completed March 22, 2026, 10:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69c640efd490819084b3b67b3b0680b6 completed March 27, 2026, 8:33 a.m.
NEDg Description generation batch_69c6420e3fe48190aef959cb7ab1e0d3 completed March 27, 2026, 8:38 a.m.
NED2 Entity disambiguation (via description) batch_69c642a344e48190bccb0f0d122fca4c completed March 27, 2026, 8:41 a.m.
Created at: March 22, 2026, 4:45 p.m.