Triple

T12611754
Position Surface form Disambiguated ID Type / Status
Subject Réseau de transport de Longueuil E301140 entity
Predicate fareIntegrationWith P3494 FINISHED
Object exo (Réseau de transport métropolitain) E85454 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: exo (Réseau de transport métropolitain) | Statement: [Réseau de transport de Longueuil, fareIntegrationWith, exo (Réseau de transport métropolitain)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: exo (Réseau de transport métropolitain)
Context triple: [Réseau de transport de Longueuil, fareIntegrationWith, exo (Réseau de transport métropolitain)]
  • A. exo (Réseau de transport métropolitain) chosen
    exo (Réseau de transport métropolitain) is the regional public transit authority serving the greater Montreal area, operating commuter trains, buses, and paratransit services across multiple suburban municipalities.
  • B. Exo (public transit)
    Exo (public transit) is a regional public transportation authority serving the greater Montreal area and surrounding municipalities in Quebec, Canada.
  • C. exo commuter rail network
    The exo commuter rail network is a regional passenger rail system serving the Greater Montreal area, connecting suburban communities to the city’s core as part of the broader exo public transit agency.
  • D. METRO bus rapid transit
    METRO bus rapid transit is a high-frequency, limited-stop bus service in the Minneapolis–Saint Paul area designed to provide faster, more reliable transit similar to light rail.
  • E. METRO local bus network
    The METRO local bus network is Houston’s primary system of city buses that provides extensive public transit coverage across the metropolitan area and integrates with the METRORail light rail system.
  • 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_69d7bdea2ca881908f379526c13b1145 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d954eaf8d08190a06abb6918253acd completed April 10, 2026, 7:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6686b9d088190832d1f244e7aa924 completed May 2, 2026, 9:11 p.m.
Created at: April 9, 2026, 5:11 p.m.