Triple

T2979085
Position Surface form Disambiguated ID Type / Status
Subject Mexican Federal Highway 45 E80467 entity
Predicate terminusSouth P1866 FINISHED
Object Panales, Hidalgo
Panales, Hidalgo is a locality in the state of Hidalgo, Mexico, known as a junction point on major regional road routes.
 E317231 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: Panales, Hidalgo | Statement: [Mexican Federal Highway 45, terminusSouth, Panales, Hidalgo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Panales, Hidalgo
Context triple: [Mexican Federal Highway 45, terminusSouth, Panales, Hidalgo]
  • A. Tututepec
    Tututepec was a prominent pre-Columbian Mixtec city-state and political center located on the Pacific coast of present-day Oaxaca, Mexico.
  • B. Chimalhuacán
    Chimalhuacán is a densely populated urban municipality in the eastern part of the State of Mexico, forming part of the Mexico City metropolitan area.
  • C. Jasso, Hidalgo
    Jasso, Hidalgo is a town in the Mexican state of Hidalgo known historically as the birthplace and company town of the cement manufacturer Cruz Azul.
  • D. Zacahuitzco
    Zacahuitzco is a neighborhood located within the Benito Juárez borough of Mexico City.
  • E. Apatzingán
    Apatzingán is a city in the Mexican state of Michoacán, historically notable as a key site in the country’s early independence movement.
  • 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: Panales, Hidalgo
Triple: [Mexican Federal Highway 45, terminusSouth, Panales, Hidalgo]
Generated description
Panales, Hidalgo is a locality in the state of Hidalgo, Mexico, known as a junction point on major regional road routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Panales, Hidalgo
Target entity description: Panales, Hidalgo is a locality in the state of Hidalgo, Mexico, known as a junction point on major regional road routes.
  • A. Tututepec
    Tututepec was a prominent pre-Columbian Mixtec city-state and political center located on the Pacific coast of present-day Oaxaca, Mexico.
  • B. Chimalhuacán
    Chimalhuacán is a densely populated urban municipality in the eastern part of the State of Mexico, forming part of the Mexico City metropolitan area.
  • C. Jasso, Hidalgo
    Jasso, Hidalgo is a town in the Mexican state of Hidalgo known historically as the birthplace and company town of the cement manufacturer Cruz Azul.
  • D. Zacahuitzco
    Zacahuitzco is a neighborhood located within the Benito Juárez borough of Mexico City.
  • E. Apatzingán
    Apatzingán is a city in the Mexican state of Michoacán, historically notable as a key site in the country’s early independence movement.
  • 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_69ad8b15f6ac8190be5fd16a33edcb4f completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad999cca40819082e2d6d10bdb7872 completed March 8, 2026, 3:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69b108ef607c8190865b079beb1b6da5 completed March 11, 2026, 6:17 a.m.
NEDg Description generation batch_69b10bc71c708190b1e620d41278c3e0 completed March 11, 2026, 6:29 a.m.
NED2 Entity disambiguation (via description) batch_69b10c43a7c48190b63a7b3f0f180d44 completed March 11, 2026, 6:31 a.m.
Created at: March 8, 2026, 2:58 p.m.