Triple

T8281548
Position Surface form Disambiguated ID Type / Status
Subject Prehistoric Caves of Yagul and Mitla in the Central Valley of Oaxaca E193684 entity
Predicate locatedInProtectedArea P40 FINISHED
Object Cultural and Natural Reserve of Yagul
The Cultural and Natural Reserve of Yagul is a protected area in Oaxaca, Mexico, that conserves both significant archaeological remains of ancient Zapotec civilization and the surrounding semi-arid landscape rich in biodiversity.
E723321 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: Cultural and Natural Reserve of Yagul | Statement: [Prehistoric Caves of Yagul and Mitla in the Central Valley of Oaxaca, locatedInProtectedArea, Cultural and Natural Reserve of Yagul]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cultural and Natural Reserve of Yagul
Context triple: [Prehistoric Caves of Yagul and Mitla in the Central Valley of Oaxaca, locatedInProtectedArea, Cultural and Natural Reserve of Yagul]
  • A. El Pinacate y Gran Desierto de Altar Biosphere Reserve
    El Pinacate y Gran Desierto de Altar Biosphere Reserve is a UNESCO World Heritage Site in northwestern Mexico, renowned for its dramatic volcanic landscapes, extensive dune fields, and exceptional desert biodiversity.
  • B. Sierra de la Laguna Biosphere Reserve
    Sierra de la Laguna Biosphere Reserve is a protected mountainous region in southern Baja California Sur, Mexico, known for its unique biodiversity, endemic species, and oak-pine forests amid surrounding desert.
  • C. Pueblo Mágico
    Pueblo Mágico is a Mexican government designation awarded to towns recognized for their exceptional cultural heritage, historical significance, and touristic appeal.
  • D. Tehuacán-Cuicatlán Biosphere Reserve
    The Tehuacán-Cuicatlán Biosphere Reserve is a UNESCO-listed protected area in central Mexico renowned for its exceptional biodiversity, high cactus endemism, and rich archaeological and cultural heritage.
  • E. Sierra de Manantlán Biosphere Reserve
    The Sierra de Manantlán Biosphere Reserve is a UNESCO-designated protected area in western Mexico renowned for its exceptional biodiversity, cloud forests, and role in conserving wild relatives of maize.
  • 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: Cultural and Natural Reserve of Yagul
Triple: [Prehistoric Caves of Yagul and Mitla in the Central Valley of Oaxaca, locatedInProtectedArea, Cultural and Natural Reserve of Yagul]
Generated description
The Cultural and Natural Reserve of Yagul is a protected area in Oaxaca, Mexico, that conserves both significant archaeological remains of ancient Zapotec civilization and the surrounding semi-arid landscape rich in biodiversity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cultural and Natural Reserve of Yagul
Target entity description: The Cultural and Natural Reserve of Yagul is a protected area in Oaxaca, Mexico, that conserves both significant archaeological remains of ancient Zapotec civilization and the surrounding semi-arid landscape rich in biodiversity.
  • A. El Pinacate y Gran Desierto de Altar Biosphere Reserve
    El Pinacate y Gran Desierto de Altar Biosphere Reserve is a UNESCO World Heritage Site in northwestern Mexico, renowned for its dramatic volcanic landscapes, extensive dune fields, and exceptional desert biodiversity.
  • B. Sierra de la Laguna Biosphere Reserve
    Sierra de la Laguna Biosphere Reserve is a protected mountainous region in southern Baja California Sur, Mexico, known for its unique biodiversity, endemic species, and oak-pine forests amid surrounding desert.
  • C. Pueblo Mágico
    Pueblo Mágico is a Mexican government designation awarded to towns recognized for their exceptional cultural heritage, historical significance, and touristic appeal.
  • D. Tehuacán-Cuicatlán Biosphere Reserve
    The Tehuacán-Cuicatlán Biosphere Reserve is a UNESCO-listed protected area in central Mexico renowned for its exceptional biodiversity, high cactus endemism, and rich archaeological and cultural heritage.
  • E. Sierra de Manantlán Biosphere Reserve
    The Sierra de Manantlán Biosphere Reserve is a UNESCO-designated protected area in western Mexico renowned for its exceptional biodiversity, cloud forests, and role in conserving wild relatives of maize.
  • 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_69ca82e217a48190880695635c44b2ed completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb79ef8508819098112a3397c96ca5 completed March 31, 2026, 7:38 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd6877b8e481908ec1e0b91a5276f6 completed April 1, 2026, 6:48 p.m.
NEDg Description generation batch_69cd6d5441248190a9e32281dc8e8d62 completed April 1, 2026, 7:09 p.m.
NED2 Entity disambiguation (via description) batch_69cd7e20f71c8190959319c6683a2810 completed April 1, 2026, 8:20 p.m.
Created at: March 30, 2026, 5:51 p.m.