Triple

T20937747
Position Surface form Disambiguated ID Type / Status
Subject Jalapa Department E515630 entity
Predicate hasMunicipality P847 FINISHED
Object Mataquescuintla
Mataquescuintla is a municipality and town in southeastern Guatemala known for its mountainous terrain, coffee production, and local opposition to nearby mining projects.
 E1463804 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: Mataquescuintla | Statement: [Jalapa Department, hasMunicipality, Mataquescuintla]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mataquescuintla
Context triple: [Jalapa Department, hasMunicipality, Mataquescuintla]
  • A. Ocuituco
    Ocuituco is a small town in the Mexican state of Morelos known for its colonial-era church and traditional rural character.
  • 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. Tututepec
    Tututepec was a prominent pre-Columbian Mixtec city-state and political center located on the Pacific coast of present-day Oaxaca, Mexico.
  • D. Tehuacán
    Tehuacán is a major city in southeastern Mexico known historically for its mineral springs, agricultural production, and role as a regional commercial center.
  • E. Zacatecoluca
    Zacatecoluca is a city in El Salvador that serves as an important regional center known for its colonial heritage and agricultural economy.
  • 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: Mataquescuintla
Triple: [Jalapa Department, hasMunicipality, Mataquescuintla]
Generated description
Mataquescuintla is a municipality and town in southeastern Guatemala known for its mountainous terrain, coffee production, and local opposition to nearby mining projects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mataquescuintla
Target entity description: Mataquescuintla is a municipality and town in southeastern Guatemala known for its mountainous terrain, coffee production, and local opposition to nearby mining projects.
  • A. Ocuituco
    Ocuituco is a small town in the Mexican state of Morelos known for its colonial-era church and traditional rural character.
  • 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. Tututepec
    Tututepec was a prominent pre-Columbian Mixtec city-state and political center located on the Pacific coast of present-day Oaxaca, Mexico.
  • D. Tehuacán
    Tehuacán is a major city in southeastern Mexico known historically for its mineral springs, agricultural production, and role as a regional commercial center.
  • E. Zacatecoluca
    Zacatecoluca is a city in El Salvador that serves as an important regional center known for its colonial heritage and agricultural economy.
  • 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_69e0b4fc13408190b06868df03c5c29b completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6f9534cd48190a86665fb1df6b077 completed April 21, 2026, 4:13 a.m.
NED1 Entity disambiguation (via context triple) batch_6a094731fb4481909b80ff5105d6f48a completed May 17, 2026, 4:42 a.m.
NEDg Description generation batch_6a0948e724748190a2dd91be5a9888ff completed May 17, 2026, 4:49 a.m.
NED2 Entity disambiguation (via description) batch_6a0949e567808190aa71f542a850a516 completed May 17, 2026, 4:53 a.m.
Created at: April 16, 2026, 12:49 p.m.