Triple

T5949692
Position Surface form Disambiguated ID Type / Status
Subject San Marcos Department E132365 entity
Predicate hasMunicipality P847 FINISHED
Object Ayutla
Ayutla is a municipality in the San Marcos Department of western Guatemala, known for its location near the Mexican border and its role in regional trade and transit.
 E560249 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: Ayutla | Statement: [San Marcos Department, hasMunicipality, Ayutla]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ayutla
Context triple: [San Marcos Department, hasMunicipality, Ayutla]
  • A. Cuscatancingo
    Cuscatancingo is a municipality in the San Salvador department of El Salvador, forming part of the urban area of the capital city.
  • B. Izamal
    Izamal is a historic colonial town in Mexico’s Yucatán Peninsula, known for its striking yellow-painted buildings and important Mayan archaeological sites.
  • C. Kʼicheʼ
    Kʼicheʼ is a major Mayan language spoken primarily by the Kʼicheʼ people of Guatemala, with a rich literary and cultural tradition.
  • D. Tula (Tollan)
    Tula (Tollan) was a major Toltec urban and ceremonial center in central Mexico, renowned for its monumental architecture and influence on later Mesoamerican civilizations such as the Aztecs.
  • E. Cuernavaca
    Cuernavaca is a city in central Mexico known for its mild climate, lush vegetation, and role as a popular weekend and retirement destination.
  • 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: Ayutla
Triple: [San Marcos Department, hasMunicipality, Ayutla]
Generated description
Ayutla is a municipality in the San Marcos Department of western Guatemala, known for its location near the Mexican border and its role in regional trade and transit.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ayutla
Target entity description: Ayutla is a municipality in the San Marcos Department of western Guatemala, known for its location near the Mexican border and its role in regional trade and transit.
  • A. Cuscatancingo
    Cuscatancingo is a municipality in the San Salvador department of El Salvador, forming part of the urban area of the capital city.
  • B. Izamal
    Izamal is a historic colonial town in Mexico’s Yucatán Peninsula, known for its striking yellow-painted buildings and important Mayan archaeological sites.
  • C. Kʼicheʼ
    Kʼicheʼ is a major Mayan language spoken primarily by the Kʼicheʼ people of Guatemala, with a rich literary and cultural tradition.
  • D. Tula (Tollan)
    Tula (Tollan) was a major Toltec urban and ceremonial center in central Mexico, renowned for its monumental architecture and influence on later Mesoamerican civilizations such as the Aztecs.
  • E. Cuernavaca
    Cuernavaca is a city in central Mexico known for its mild climate, lush vegetation, and role as a popular weekend and retirement destination.
  • 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_69c00869d3308190af89b2453e0f7546 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c0397fd19081908ab31b190deb8247 completed March 22, 2026, 6:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0e3cb29f8819095d44ae3ad193fb2 completed March 23, 2026, 6:55 a.m.
NEDg Description generation batch_69c0fab383f88190b18c55bf3704f3a4 completed March 23, 2026, 8:32 a.m.
NED2 Entity disambiguation (via description) batch_69c0fdefa0d8819087adf1d41d9d9fe2 completed March 23, 2026, 8:46 a.m.
Created at: March 22, 2026, 4:02 p.m.