Triple

T7106919
Position Surface form Disambiguated ID Type / Status
Subject Ñuu Savi civilization E165611 entity
Predicate culturalRegion P1968 FINISHED
Object Oaxaca highlands
The Oaxaca highlands are a mountainous region in southern Mexico known as a historic cultural heartland of Indigenous civilizations, including the Mixtec (Ñuu Savi) and Zapotec peoples.
E646449 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: Oaxaca highlands | Statement: [Ñuu Savi civilization, culturalRegion, Oaxaca highlands]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Oaxaca highlands
Context triple: [Ñuu Savi civilization, culturalRegion, Oaxaca highlands]
  • A. Nayarit highlands
    The Nayarit highlands are a mountainous region in western Mexico characterized by rugged terrain, pine-oak forests, and the traditional territories of several Indigenous communities.
  • B. Oaxaca Valley
    The Oaxaca Valley is a fertile highland region in southern Mexico that served as the heartland of the ancient Zapotec civilization and remains a culturally rich area known for its indigenous communities and archaeological sites.
  • C. Cuernavaca Valley
    Cuernavaca Valley is a region in central Mexico known for its mild climate, lush landscapes, and the city of Cuernavaca, a popular residential and tourist area.
  • D. Orizaba Valley
    Orizaba Valley is a fertile, mountainous region in central Mexico known for its lush landscapes, coffee cultivation, and proximity to the Pico de Orizaba volcano.
  • E. Chiapas Highlands
    The Chiapas Highlands are a mountainous region in southern Mexico known for their large indigenous population, traditional cultures, and rugged, forested landscapes.
  • 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: Oaxaca highlands
Triple: [Ñuu Savi civilization, culturalRegion, Oaxaca highlands]
Generated description
The Oaxaca highlands are a mountainous region in southern Mexico known as a historic cultural heartland of Indigenous civilizations, including the Mixtec (Ñuu Savi) and Zapotec peoples.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Oaxaca highlands
Target entity description: The Oaxaca highlands are a mountainous region in southern Mexico known as a historic cultural heartland of Indigenous civilizations, including the Mixtec (Ñuu Savi) and Zapotec peoples.
  • A. Nayarit highlands
    The Nayarit highlands are a mountainous region in western Mexico characterized by rugged terrain, pine-oak forests, and the traditional territories of several Indigenous communities.
  • B. Oaxaca Valley
    The Oaxaca Valley is a fertile highland region in southern Mexico that served as the heartland of the ancient Zapotec civilization and remains a culturally rich area known for its indigenous communities and archaeological sites.
  • C. Cuernavaca Valley
    Cuernavaca Valley is a region in central Mexico known for its mild climate, lush landscapes, and the city of Cuernavaca, a popular residential and tourist area.
  • D. Orizaba Valley
    Orizaba Valley is a fertile, mountainous region in central Mexico known for its lush landscapes, coffee cultivation, and proximity to the Pico de Orizaba volcano.
  • E. Chiapas Highlands
    The Chiapas Highlands are a mountainous region in southern Mexico known for their large indigenous population, traditional cultures, and rugged, forested landscapes.
  • 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_69c6888120f081908f8f01b201dc4a4c completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e5b9f13c8190a14898f241ec17a4 completed March 27, 2026, 8:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7b8d23bc0819095b7a3bf09b8bacd completed March 28, 2026, 11:17 a.m.
NEDg Description generation batch_69c7b97893308190b349afb452d4e154 completed March 28, 2026, 11:20 a.m.
NED2 Entity disambiguation (via description) batch_69c7b9f805b88190866170fdd8ce07ff completed March 28, 2026, 11:22 a.m.
Created at: March 27, 2026, 2:42 p.m.