Triple

T10803994
Position Surface form Disambiguated ID Type / Status
Subject Tehuacán-Cuicatlán Biosphere Reserve E254914 entity
Predicate region P40 FINISHED
Object Cuicatlán Valley
Cuicatlán Valley is a semi-arid valley in south-central Mexico known for its exceptional biodiversity, striking cactus-dominated landscapes, and rich archaeological and cultural heritage.
E890832 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: Cuicatlán Valley | Statement: [Tehuacán-Cuicatlán Biosphere Reserve, region, Cuicatlán Valley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cuicatlán Valley
Context triple: [Tehuacán-Cuicatlán Biosphere Reserve, region, Cuicatlán Valley]
  • A. 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.
  • B. Zaachila Valley
    Zaachila Valley is a fertile and historically significant valley in Oaxaca, Mexico, known for its pre-Hispanic Zapotec heritage and agricultural importance within the Valles Centrales region.
  • C. Valle del Mezquital
    Valle del Mezquital is a semi-arid cultural and agricultural region in central Mexico known for its indigenous Otomí communities and traditional maguey cultivation.
  • D. Valle de Atemajac
    Valle de Atemajac is a valley in the state of Jalisco, Mexico, that encompasses much of the Guadalajara metropolitan area, including the city of Zapopan.
  • E. Chalco Valley
    Chalco Valley is a highland basin in central Mexico that once contained Lake Chalco and formed part of the broader Valley of Mexico, supporting pre-Hispanic agricultural and urban settlements.
  • 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: Cuicatlán Valley
Triple: [Tehuacán-Cuicatlán Biosphere Reserve, region, Cuicatlán Valley]
Generated description
Cuicatlán Valley is a semi-arid valley in south-central Mexico known for its exceptional biodiversity, striking cactus-dominated landscapes, and rich archaeological and cultural heritage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cuicatlán Valley
Target entity description: Cuicatlán Valley is a semi-arid valley in south-central Mexico known for its exceptional biodiversity, striking cactus-dominated landscapes, and rich archaeological and cultural heritage.
  • A. 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.
  • B. Zaachila Valley
    Zaachila Valley is a fertile and historically significant valley in Oaxaca, Mexico, known for its pre-Hispanic Zapotec heritage and agricultural importance within the Valles Centrales region.
  • C. Valle del Mezquital
    Valle del Mezquital is a semi-arid cultural and agricultural region in central Mexico known for its indigenous Otomí communities and traditional maguey cultivation.
  • D. Valle de Atemajac
    Valle de Atemajac is a valley in the state of Jalisco, Mexico, that encompasses much of the Guadalajara metropolitan area, including the city of Zapopan.
  • E. Chalco Valley
    Chalco Valley is a highland basin in central Mexico that once contained Lake Chalco and formed part of the broader Valley of Mexico, supporting pre-Hispanic agricultural and urban settlements.
  • 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_69d6aa61c15c8190a1839550c56e75e1 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d73370e7388190885b104fc883456e completed April 9, 2026, 5:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69dff7c0907c8190b092bb6754fe4e52 completed April 15, 2026, 8:40 p.m.
NEDg Description generation batch_69e0026e7900819087327db5f625169c completed April 15, 2026, 9:26 p.m.
NED2 Entity disambiguation (via description) batch_69e0057a7704819096becb74dc261883 completed April 15, 2026, 9:39 p.m.
Created at: April 8, 2026, 9:18 p.m.