Triple

T10534360
Position Surface form Disambiguated ID Type / Status
Subject Calakmul Biosphere Reserve E248525 entity
Predicate locatedInProtectedArea P40 FINISHED
Object Calakmul Municipality
Calakmul Municipality is a large, sparsely populated administrative region in the Mexican state of Campeche that encompasses extensive tropical forests and important Maya archaeological and ecological sites.
E49310 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: Calakmul Municipality | Statement: [Calakmul Biosphere Reserve, locatedInProtectedArea, Calakmul Municipality]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Calakmul Municipality
Context triple: [Calakmul Biosphere Reserve, locatedInProtectedArea, Calakmul Municipality]
  • A. Tulum Municipality
    Tulum Municipality is a coastal municipality in the Mexican state of Quintana Roo, known for its Caribbean beaches, Mayan archaeological sites, and tourism-centered economy.
  • B. Yaxcabá Municipality
    Yaxcabá Municipality is an administrative region in the state of Yucatán, Mexico, known for encompassing the archaeological site of Yaxuná and several rural Maya communities.
  • C. Municipality of San Cristóbal de las Casas
    The Municipality of San Cristóbal de las Casas is an administrative division in the central highlands of Chiapas, Mexico, encompassing the historic colonial city of San Cristóbal de las Casas and its surrounding rural communities.
  • D. Totonicapán
    Totonicapán is a town in western Guatemala known for its indigenous K’iche’ Maya population, traditional textiles, and role as the capital of the department of the same name.
  • E. Calakmul
    Calakmul is a major ancient Maya city and archaeological site in the jungles of Mexico’s Yucatán Peninsula, known for its massive pyramids and extensive ruins.
  • 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: Calakmul Municipality
Triple: [Calakmul Biosphere Reserve, locatedInProtectedArea, Calakmul Municipality]
Generated description
Calakmul Municipality is a large, sparsely populated administrative region in the Mexican state of Campeche that encompasses extensive tropical forests and important Maya archaeological and ecological sites.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Calakmul Municipality
Target entity description: Calakmul Municipality is a large, sparsely populated administrative region in the Mexican state of Campeche that encompasses extensive tropical forests and important Maya archaeological and ecological sites.
  • A. Tulum Municipality
    Tulum Municipality is a coastal municipality in the Mexican state of Quintana Roo, known for its Caribbean beaches, Mayan archaeological sites, and tourism-centered economy.
  • B. Yaxcabá Municipality
    Yaxcabá Municipality is an administrative region in the state of Yucatán, Mexico, known for encompassing the archaeological site of Yaxuná and several rural Maya communities.
  • C. Municipality of San Cristóbal de las Casas
    The Municipality of San Cristóbal de las Casas is an administrative division in the central highlands of Chiapas, Mexico, encompassing the historic colonial city of San Cristóbal de las Casas and its surrounding rural communities.
  • D. Totonicapán
    Totonicapán is a town in western Guatemala known for its indigenous K’iche’ Maya population, traditional textiles, and role as the capital of the department of the same name.
  • E. Calakmul chosen
    Calakmul is a major ancient Maya city and archaeological site in the jungles of Mexico’s Yucatán Peninsula, known for its massive pyramids and extensive ruins.
  • F. None of above.

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_69d381c5c7448190bec34bee7ec72bac completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d50a1a754c8190b53f2df28a1dfef1 completed April 7, 2026, 1:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69d90e507b408190ae3538d02536ef4c completed April 10, 2026, 2:50 p.m.
NEDg Description generation batch_69d91233a5d081908a8c9f6a3177f40e completed April 10, 2026, 3:07 p.m.
NED2 Entity disambiguation (via description) batch_69d912d18d2081909a6ebce1af1fb96a completed April 10, 2026, 3:10 p.m.
Created at: April 6, 2026, 12:31 p.m.