Triple

T18851853
Position Surface form Disambiguated ID Type / Status
Subject Heberto Castillo E461058 entity
Predicate placeOfBirth P1 FINISHED
Object Ixhuatlán de Madero, Veracruz, Mexico
Ixhuatlán de Madero is a rural municipality and town in the northern region of Veracruz, Mexico, known for its indigenous Nahua communities and agricultural economy.
E1345604 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: Ixhuatlán de Madero, Veracruz, Mexico | Statement: [Heberto Castillo, placeOfBirth, Ixhuatlán de Madero, Veracruz, Mexico]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ixhuatlán de Madero, Veracruz, Mexico
Context triple: [Heberto Castillo, placeOfBirth, Ixhuatlán de Madero, Veracruz, Mexico]
  • A. Ixhuatlancillo, Veracruz
    Ixhuatlancillo, Veracruz is a small municipality in the central mountainous region of the Mexican state of Veracruz, known for its proximity to Orizaba and its cool, highland climate.
  • B. Xalapa, Veracruz, Mexico
    Xalapa, Veracruz, Mexico is the capital city of the state of Veracruz, known for its colonial architecture, cultural institutions, and role as a regional political and educational center.
  • C. Tuxpan, Veracruz, Mexico
    Tuxpan, Veracruz, Mexico is a Gulf Coast port city known as the departure point of the yacht Granma carrying Fidel Castro and his revolutionaries to Cuba in 1956.
  • D. Xoxocotla, Veracruz
    Xoxocotla, Veracruz is a locality in the Mexican state of Veracruz, known as one of the neighboring communities bordering the municipality of La Perla.
  • E. Papantla region of Veracruz
    The Papantla region of Veracruz is a culturally rich area of eastern Mexico renowned as a historic center of Totonac civilization, famous for its vanilla cultivation, archaeological sites like El Tajín, and traditional rituals such as the Danza de los Voladores.
  • 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: Ixhuatlán de Madero, Veracruz, Mexico
Triple: [Heberto Castillo, placeOfBirth, Ixhuatlán de Madero, Veracruz, Mexico]
Generated description
Ixhuatlán de Madero is a rural municipality and town in the northern region of Veracruz, Mexico, known for its indigenous Nahua communities and agricultural economy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ixhuatlán de Madero, Veracruz, Mexico
Target entity description: Ixhuatlán de Madero is a rural municipality and town in the northern region of Veracruz, Mexico, known for its indigenous Nahua communities and agricultural economy.
  • A. Ixhuatlancillo, Veracruz
    Ixhuatlancillo, Veracruz is a small municipality in the central mountainous region of the Mexican state of Veracruz, known for its proximity to Orizaba and its cool, highland climate.
  • B. Xalapa, Veracruz, Mexico
    Xalapa, Veracruz, Mexico is the capital city of the state of Veracruz, known for its colonial architecture, cultural institutions, and role as a regional political and educational center.
  • C. Tuxpan, Veracruz, Mexico
    Tuxpan, Veracruz, Mexico is a Gulf Coast port city known as the departure point of the yacht Granma carrying Fidel Castro and his revolutionaries to Cuba in 1956.
  • D. Xoxocotla, Veracruz
    Xoxocotla, Veracruz is a locality in the Mexican state of Veracruz, known as one of the neighboring communities bordering the municipality of La Perla.
  • E. Papantla region of Veracruz
    The Papantla region of Veracruz is a culturally rich area of eastern Mexico renowned as a historic center of Totonac civilization, famous for its vanilla cultivation, archaeological sites like El Tajín, and traditional rituals such as the Danza de los Voladores.
  • 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_69d8dcfa11e4819090ab1ef5bdcd2b2e completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5c05995e88190b189864fcbda68e5 completed April 20, 2026, 5:57 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0567799c5c8190834e578cae97b3ba completed May 14, 2026, 6:11 a.m.
NEDg Description generation batch_6a056b4acd00819083be23d698cf8ded completed May 14, 2026, 6:27 a.m.
NED2 Entity disambiguation (via description) batch_6a056beea0e88190987589c3d25ddd07 completed May 14, 2026, 6:30 a.m.
Created at: April 10, 2026, 11:56 a.m.