Triple

T8387608
Position Surface form Disambiguated ID Type / Status
Subject Mazatec languages E197857 entity
Predicate geographicDistribution P2178 FINISHED
Object Tehuacán-Cuicatlán Valley margins
The Tehuacán-Cuicatlán Valley margins are peripheral regions of a biodiverse, semi-arid valley in central Mexico where various Mazatec language varieties are spoken by indigenous communities.
E730086 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: Tehuacán-Cuicatlán Valley margins | Statement: [Mazatec languages, geographicDistribution, Tehuacán-Cuicatlán Valley margins]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tehuacán-Cuicatlán Valley margins
Context triple: [Mazatec languages, geographicDistribution, Tehuacán-Cuicatlán Valley margins]
  • A. Mezquital Valley region
    The Mezquital Valley region is a semi-arid area in central Mexico known for its indigenous Otomí communities, traditional agriculture, and distinctive desert landscapes.
  • B. 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.
  • C. Zimatlán Valley
    Zimatlán Valley is a subregion of the central Oaxaca Valley in southern Mexico, known for its agricultural lands and traditional rural communities.
  • D. 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.
  • E. Isthmus of Tehuantepec foothills
    The Isthmus of Tehuantepec foothills are a mountainous transitional zone in southern Mexico known as a traditional homeland of several Indigenous communities, including many Mixe-speaking groups.
  • 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: Tehuacán-Cuicatlán Valley margins
Triple: [Mazatec languages, geographicDistribution, Tehuacán-Cuicatlán Valley margins]
Generated description
The Tehuacán-Cuicatlán Valley margins are peripheral regions of a biodiverse, semi-arid valley in central Mexico where various Mazatec language varieties are spoken by indigenous communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tehuacán-Cuicatlán Valley margins
Target entity description: The Tehuacán-Cuicatlán Valley margins are peripheral regions of a biodiverse, semi-arid valley in central Mexico where various Mazatec language varieties are spoken by indigenous communities.
  • A. Mezquital Valley region
    The Mezquital Valley region is a semi-arid area in central Mexico known for its indigenous Otomí communities, traditional agriculture, and distinctive desert landscapes.
  • B. 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.
  • C. Ejutla Valley
    Ejutla Valley is a fertile agricultural valley and cultural subregion in the southern Mexican state of Oaxaca, forming part of the broader Valles Centrales area.
  • D. Zimatlán Valley
    Zimatlán Valley is a subregion of the central Oaxaca Valley in southern Mexico, known for its agricultural lands and traditional rural communities.
  • E. 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.
  • 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_69ca82f749388190bffbea6dfb509016 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb81076eac8190893813628cacc1aa completed March 31, 2026, 8:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69cde83aac448190b74f65507170a8f7 completed April 2, 2026, 3:53 a.m.
NEDg Description generation batch_69cdebfafe84819097f387318897dae1 completed April 2, 2026, 4:09 a.m.
NED2 Entity disambiguation (via description) batch_69cded2a9c2c8190bdbeddad562ef9e8 completed April 2, 2026, 4:14 a.m.
Created at: March 30, 2026, 6:03 p.m.