Triple

T1710966
Position Surface form Disambiguated ID Type / Status
Subject Oaxaca E36980 entity
Predicate hasUNESCOWorldHeritageSite P1098 FINISHED
Object Prehistoric Caves of Yagul and Mitla in the Central Valley of Oaxaca
The Prehistoric Caves of Yagul and Mitla in the Central Valley of Oaxaca are an archaeological and cultural landscape in southern Mexico that preserves ancient rock shelters, early agricultural evidence, and cave art documenting the transition from hunter-gatherer to farming societies in Mesoamerica.
E193684 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: Prehistoric Caves of Yagul and Mitla in the Central Valley of Oaxaca | Statement: [Oaxaca, hasUNESCOWorldHeritageSite, Prehistoric Caves of Yagul and Mitla in the Central Valley of Oaxaca]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Prehistoric Caves of Yagul and Mitla in the Central Valley of Oaxaca
Context triple: [Oaxaca, hasUNESCOWorldHeritageSite, Prehistoric Caves of Yagul and Mitla in the Central Valley of Oaxaca]
  • A. La Venta
    La Venta is an important ancient Olmec archaeological site in present-day Tabasco, Mexico, known for its colossal stone heads and early Mesoamerican ceremonial architecture.
  • B. Tres Zapotes
    Tres Zapotes is an important pre-Columbian archaeological site in Veracruz, Mexico, known for its monumental stone sculptures and as a key center of the Olmec and later Epi-Olmec cultures.
  • C. Cueva del Milodón Natural Monument
    Cueva del Milodón Natural Monument is a protected area in southern Chile famous for its large cave system where remains of the extinct giant ground sloth (Mylodon) were discovered.
  • D. Altamira
    Altamira is an industrial and port city in the Mexican state of Tamaulipas, known for its petrochemical complexes and strategic location on the Gulf of Mexico.
  • E. Tzintzuntzan archaeological zone
    The Tzintzuntzan archaeological zone is the former capital and ceremonial center of the Purépecha (Tarascan) civilization in western Mexico, notable for its distinctive yácata pyramidal structures overlooking Lake Pátzcuaro.
  • 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: Prehistoric Caves of Yagul and Mitla in the Central Valley of Oaxaca
Triple: [Oaxaca, hasUNESCOWorldHeritageSite, Prehistoric Caves of Yagul and Mitla in the Central Valley of Oaxaca]
Generated description
The Prehistoric Caves of Yagul and Mitla in the Central Valley of Oaxaca are an archaeological and cultural landscape in southern Mexico that preserves ancient rock shelters, early agricultural evidence, and cave art documenting the transition from hunter-gatherer to farming societies in Mesoamerica.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Prehistoric Caves of Yagul and Mitla in the Central Valley of Oaxaca
Target entity description: The Prehistoric Caves of Yagul and Mitla in the Central Valley of Oaxaca are an archaeological and cultural landscape in southern Mexico that preserves ancient rock shelters, early agricultural evidence, and cave art documenting the transition from hunter-gatherer to farming societies in Mesoamerica.
  • A. La Venta
    La Venta is an important ancient Olmec archaeological site in present-day Tabasco, Mexico, known for its colossal stone heads and early Mesoamerican ceremonial architecture.
  • B. Tres Zapotes
    Tres Zapotes is an important pre-Columbian archaeological site in Veracruz, Mexico, known for its monumental stone sculptures and as a key center of the Olmec and later Epi-Olmec cultures.
  • C. Cueva del Milodón Natural Monument
    Cueva del Milodón Natural Monument is a protected area in southern Chile famous for its large cave system where remains of the extinct giant ground sloth (Mylodon) were discovered.
  • D. Altamira
    Altamira is an industrial and port city in the Mexican state of Tamaulipas, known for its petrochemical complexes and strategic location on the Gulf of Mexico.
  • E. Tzintzuntzan archaeological zone
    The Tzintzuntzan archaeological zone is the former capital and ceremonial center of the Purépecha (Tarascan) civilization in western Mexico, notable for its distinctive yácata pyramidal structures overlooking Lake Pátzcuaro.
  • 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_69a88617439c819094ffb5d16a0f6307 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa63149288819082e7055d0d292d1d completed March 6, 2026, 5:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad8addf4a48190b19cdb861db5eecd completed March 8, 2026, 2:42 p.m.
NEDg Description generation batch_69ad957912808190be5b6ed8d3f20535 completed March 8, 2026, 3:27 p.m.
NED2 Entity disambiguation (via description) batch_69ad97accca48190bc43e94337589a5f completed March 8, 2026, 3:37 p.m.
Created at: March 4, 2026, 7:30 p.m.