Triple

T402703
Position Surface form Disambiguated ID Type / Status
Subject Sierra Madre del Sur E9318 entity
Predicate hasProtectedArea P855 FINISHED
Object Tehuacán-Cuicatlán Valley region (adjacent and related ranges)
The Tehuacán-Cuicatlán Valley region is a biodiverse, semi-arid area in central Mexico renowned for its exceptional cactus forests, endemic species, and archaeological significance.
 E50770 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 region (adjacent and related ranges) | Statement: [Sierra Madre del Sur, hasProtectedArea, Tehuacán-Cuicatlán Valley region (adjacent and related ranges)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tehuacán-Cuicatlán Valley region (adjacent and related ranges)
Context triple: [Sierra Madre del Sur, hasProtectedArea, Tehuacán-Cuicatlán Valley region (adjacent and related ranges)]
  • A. Sierra Madre de Oaxaca region
    The Sierra Madre de Oaxaca region is a mountainous area in southern Mexico known for its rugged terrain, rich biodiversity, and numerous indigenous communities.
  • B. Sierra de la Laguna
    Sierra de la Laguna is a biodiverse mountain range in southern Baja California Sur, Mexico, known for its pine–oak forests, endemic species, and status as a protected biosphere reserve.
  • C. Sierra Madre Occidental
    The Sierra Madre Occidental is a major mountain range in western Mexico known for its rugged terrain, deep canyons, and significant biodiversity.
  • D. Sonoran–Mojave transition zone
    The Sonoran–Mojave transition zone is an ecologically rich region in the southwestern United States where the Sonoran and Mojave Deserts overlap, creating a unique blend of plant and animal communities from both desert ecosystems.
  • E. Mexican Plateau
    The Mexican Plateau is a vast highland region in northern and central Mexico, characterized by its arid to semi-arid climate, elevated basins, and surrounding mountain ranges.
  • 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 region (adjacent and related ranges)
Triple: [Sierra Madre del Sur, hasProtectedArea, Tehuacán-Cuicatlán Valley region (adjacent and related ranges)]
Generated description
The Tehuacán-Cuicatlán Valley region is a biodiverse, semi-arid area in central Mexico renowned for its exceptional cactus forests, endemic species, and archaeological significance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tehuacán-Cuicatlán Valley region (adjacent and related ranges)
Target entity description: The Tehuacán-Cuicatlán Valley region is a biodiverse, semi-arid area in central Mexico renowned for its exceptional cactus forests, endemic species, and archaeological significance.
  • A. Sierra Madre de Oaxaca region
    The Sierra Madre de Oaxaca region is a mountainous area in southern Mexico known for its rugged terrain, rich biodiversity, and numerous indigenous communities.
  • B. Sierra de la Laguna
    Sierra de la Laguna is a biodiverse mountain range in southern Baja California Sur, Mexico, known for its pine–oak forests, endemic species, and status as a protected biosphere reserve.
  • C. Sierra Madre Occidental
    The Sierra Madre Occidental is a major mountain range in western Mexico known for its rugged terrain, deep canyons, and significant biodiversity.
  • D. Sonoran–Mojave transition zone
    The Sonoran–Mojave transition zone is an ecologically rich region in the southwestern United States where the Sonoran and Mojave Deserts overlap, creating a unique blend of plant and animal communities from both desert ecosystems.
  • E. Mexican Plateau
    The Mexican Plateau is a vast highland region in northern and central Mexico, characterized by its arid to semi-arid climate, elevated basins, and surrounding mountain ranges.
  • 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_69a2e8004cb88190b92ed1add6abf41a completed Feb. 28, 2026, 1:05 p.m.
NER Named-entity recognition batch_69a2eca0e2048190a7bf360257965e56 completed Feb. 28, 2026, 1:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69a41042136c819096dde34d5608feec completed March 1, 2026, 10:09 a.m.
NEDg Description generation batch_69a410a87f4c8190916688197abc1f16 completed March 1, 2026, 10:10 a.m.
NED2 Entity disambiguation (via description) batch_69a410ff91e08190959720b0315a7989 completed March 1, 2026, 10:12 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.