Triple

T12700644
Position Surface form Disambiguated ID Type / Status
Subject Agencia Reguladora del Transporte Ferroviario E303451 entity
Predicate shortName P43 FINISHED
Object ARTF
ARTF is Mexico’s federal regulatory agency responsible for overseeing and regulating the country’s railway transportation system.
E998393 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: ARTF | Statement: [Agencia Reguladora del Transporte Ferroviario, shortName, ARTF]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ARTF
Context triple: [Agencia Reguladora del Transporte Ferroviario, shortName, ARTF]
  • A. ARTs
    ARTs are dual-status civilian and military personnel who provide full-time support to the U.S. Air Force Reserve by maintaining readiness, training, and continuity for reserve units.
  • B. Allart
    Allart is a Dutch given name historically borne by figures such as the 17th-century painter Allart van Everdingen.
  • C. ART
    ART is the managed runtime environment used by the Android operating system to execute applications, providing ahead-of-time and just-in-time compilation, garbage collection, and other core execution services.
  • D. ART
    ART is the commonly used abbreviation for the Artland Dragons, a professional basketball team based in Quakenbrück, Germany.
  • E. ART
    ART is a famous pop art sculpture by Robert Indiana that features the word "ART" in bold, stacked letters, echoing the style of his iconic LOVE works.
  • 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: ARTF
Triple: [Agencia Reguladora del Transporte Ferroviario, shortName, ARTF]
Generated description
ARTF is Mexico’s federal regulatory agency responsible for overseeing and regulating the country’s railway transportation system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ARTF
Target entity description: ARTF is Mexico’s federal regulatory agency responsible for overseeing and regulating the country’s railway transportation system.
  • A. ARTs
    ARTs are dual-status civilian and military personnel who provide full-time support to the U.S. Air Force Reserve by maintaining readiness, training, and continuity for reserve units.
  • B. Allart
    Allart is a Dutch given name historically borne by figures such as the 17th-century painter Allart van Everdingen.
  • C. ART
    ART is the commonly used abbreviation for the Artland Dragons, a professional basketball team based in Quakenbrück, Germany.
  • D. ART
    ART is the managed runtime environment used by the Android operating system to execute applications, providing ahead-of-time and just-in-time compilation, garbage collection, and other core execution services.
  • E. ART
    ART is the bus rapid transit system serving Albuquerque, New Mexico, designed to provide faster and more efficient public transportation along key corridors in the city.
  • 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_69d7bdef90d48190b46b88270e780946 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d961ef65ac8190aedf9ade3a68e24e completed April 10, 2026, 8:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69f671b27790819085f0f03af33f8f21 completed May 2, 2026, 9:50 p.m.
NEDg Description generation batch_69f6740129688190b286ce7acb4848c7 completed May 2, 2026, 10 p.m.
NED2 Entity disambiguation (via description) batch_69f675249d248190933421df49d3a2ab completed May 2, 2026, 10:05 p.m.
Created at: April 9, 2026, 5:22 p.m.