Triple

T6906966
Position Surface form Disambiguated ID Type / Status
Subject Lambityeco E159836 entity
Predicate locatedNear P294 FINISHED
Object Tlacolula de Matamoros
Tlacolula de Matamoros is a historic town and municipality in the Central Valleys region of Oaxaca, Mexico, known for its traditional Sunday market and nearby Zapotec archaeological sites.
E639633 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: Tlacolula de Matamoros | Statement: [Lambityeco, locatedNear, Tlacolula de Matamoros]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tlacolula de Matamoros
Context triple: [Lambityeco, locatedNear, Tlacolula de Matamoros]
  • A. Matamoros
    Matamoros is a Mexican border city in the state of Tamaulipas, located directly across the Rio Grande from Brownsville, Texas, and known as an important hub for trade and manufacturing.
  • B. Ciudad Mante
    Ciudad Mante is a city in the southern part of the Mexican state of Tamaulipas known for its sugarcane industry and proximity to natural attractions such as caves, rivers, and waterfalls.
  • C. Acapulco de Juárez
    Acapulco de Juárez is a major Pacific coastal city and tourist resort in the Mexican state of Guerrero, renowned for its beaches, nightlife, and historic role as a key port.
  • D. Reynosa
    Reynosa is a major industrial and border city in northeastern Mexico, located across the Rio Grande from McAllen, Texas.
  • E. Torreón
    Torreón is a major industrial and commercial city in northern Mexico known for its manufacturing, agriculture, and role as an economic hub in the state of Coahuila.
  • 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: Tlacolula de Matamoros
Triple: [Lambityeco, locatedNear, Tlacolula de Matamoros]
Generated description
Tlacolula de Matamoros is a historic town and municipality in the Central Valleys region of Oaxaca, Mexico, known for its traditional Sunday market and nearby Zapotec archaeological sites.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tlacolula de Matamoros
Target entity description: Tlacolula de Matamoros is a historic town and municipality in the Central Valleys region of Oaxaca, Mexico, known for its traditional Sunday market and nearby Zapotec archaeological sites.
  • A. Matamoros
    Matamoros is a Mexican border city in the state of Tamaulipas, located directly across the Rio Grande from Brownsville, Texas, and known as an important hub for trade and manufacturing.
  • B. Ciudad Mante
    Ciudad Mante is a city in the southern part of the Mexican state of Tamaulipas known for its sugarcane industry and proximity to natural attractions such as caves, rivers, and waterfalls.
  • C. Acapulco de Juárez
    Acapulco de Juárez is a major Pacific coastal city and tourist resort in the Mexican state of Guerrero, renowned for its beaches, nightlife, and historic role as a key port.
  • D. Reynosa
    Reynosa is a major industrial and border city in northeastern Mexico, located across the Rio Grande from McAllen, Texas.
  • E. Torreón
    Torreón is a major industrial and commercial city in northern Mexico known for its manufacturing, agriculture, and role as an economic hub in the state of Coahuila.
  • 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_69c68839ccb88190b4aa5cc1aca3448f completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6d98c3ab08190a1830c45578056ac completed March 27, 2026, 7:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7942be8708190bad44a9966884515 completed March 28, 2026, 8:41 a.m.
NEDg Description generation batch_69c794ddbb688190b197a934c0afaea0 completed March 28, 2026, 8:44 a.m.
NED2 Entity disambiguation (via description) batch_69c79531e0408190bbacba54914393f9 completed March 28, 2026, 8:45 a.m.
Created at: March 27, 2026, 2:25 p.m.