Triple

T16241530
Position Surface form Disambiguated ID Type / Status
Subject Peruvian state railways E394257 entity
Predicate regulator P46 FINISHED
Object Ministry of Transport and Communications of Peru (in general transport policy terms) E934500 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: Ministry of Transport and Communications of Peru (in general transport policy terms) | Statement: [Peruvian state railways, regulator, Ministry of Transport and Communications of Peru (in general transport policy terms)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ministry of Transport and Communications of Peru (in general transport policy terms)
Context triple: [Peruvian state railways, regulator, Ministry of Transport and Communications of Peru (in general transport policy terms)]
  • A. Ministry of Transport and Communications of Peru chosen
    The Ministry of Transport and Communications of Peru is the national government body responsible for planning, regulating, and overseeing the country’s transportation infrastructure and telecommunications systems.
  • B. Minister of Transport and Communications of Peru
    The Minister of Transport and Communications of Peru is the cabinet official responsible for national transportation infrastructure and communications policy within the Peruvian government.
  • C. Ministry of Transportation and Communications
    The Ministry of Transportation and Communications is a cabinet-level government agency in Taiwan responsible for national transportation infrastructure, traffic policy, and communications regulation.
  • D. Ministry of Transport and Telecommunications of Chile
    The Ministry of Transport and Telecommunications of Chile is the national government body responsible for designing, regulating, and overseeing the country’s transportation systems and telecommunications infrastructure.
  • E. Ministerio de Obras Públicas y Transportes
    The Ministerio de Obras Públicas y Transportes is Costa Rica’s government ministry responsible for planning, building, and maintaining national transportation infrastructure and public works.
  • 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_69d87f2171208190951025e526947816 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e2455eeb4c81909066a8af78329ef3 completed April 17, 2026, 2:36 p.m.
NED1 Entity disambiguation (via context triple) batch_6a000edd1ed08190aa0211c3b17a918e completed May 10, 2026, 4:51 a.m.
Created at: April 10, 2026, 5:04 a.m.