Triple

T14677339
Position Surface form Disambiguated ID Type / Status
Subject Soconusco E344678 entity
Predicate hasCity P316 FINISHED
Object Mapastepec
Mapastepec is a coastal municipality and town in the Soconusco region of Chiapas, Mexico, known for its agricultural production and proximity to protected natural areas.
E1114758 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: Mapastepec | Statement: [Soconusco, hasCity, Mapastepec]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mapastepec
Context triple: [Soconusco, hasCity, Mapastepec]
  • A. Coatlan
    Coatlan was a Mesoamerican city-state that took part in the Tepanec War during the rise of the Aztec Triple Alliance.
  • B. Tototlán
    Tototlán is a municipality and town in the Mexican state of Jalisco, known for its agricultural economy and traditional regional culture.
  • C. Coquimatlán
    Coquimatlán is a small town in the Mexican state of Colima that serves as the administrative and economic center of its surrounding municipality.
  • D. Quillacingas
    Quillacingas refers to an Indigenous people of the Andean region of present-day Colombia, historically known for their distinct culture, language, and resistance to Spanish colonization.
  • E. Tehuacán
    Tehuacán is a major city in southeastern Mexico known historically for its mineral springs, agricultural production, and role as a regional commercial center.
  • 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: Mapastepec
Triple: [Soconusco, hasCity, Mapastepec]
Generated description
Mapastepec is a coastal municipality and town in the Soconusco region of Chiapas, Mexico, known for its agricultural production and proximity to protected natural areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mapastepec
Target entity description: Mapastepec is a coastal municipality and town in the Soconusco region of Chiapas, Mexico, known for its agricultural production and proximity to protected natural areas.
  • A. Coatlan
    Coatlan was a Mesoamerican city-state that took part in the Tepanec War during the rise of the Aztec Triple Alliance.
  • B. Tototlán
    Tototlán is a municipality and town in the Mexican state of Jalisco, known for its agricultural economy and traditional regional culture.
  • C. Coquimatlán
    Coquimatlán is a small town in the Mexican state of Colima that serves as the administrative and economic center of its surrounding municipality.
  • D. Quillacingas
    Quillacingas refers to an Indigenous people of the Andean region of present-day Colombia, historically known for their distinct culture, language, and resistance to Spanish colonization.
  • E. Tehuacán
    Tehuacán is a major city in southeastern Mexico known historically for its mineral springs, agricultural production, and role as a regional commercial center.
  • 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_69d822e34b348190ada4d1cdb6c7c226 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb567c2b88190a9639e61b6fba7df completed April 14, 2026, 9:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69fdf07e355881908a2e75ccff4f0590 completed May 8, 2026, 2:17 p.m.
NEDg Description generation batch_69fdf1987b3481909f3f34f07e365e66 completed May 8, 2026, 2:22 p.m.
NED2 Entity disambiguation (via description) batch_69fdf1f0a1dc819095871520f3023452 completed May 8, 2026, 2:23 p.m.
Created at: April 10, 2026, 1:27 a.m.