Triple

T16979740
Position Surface form Disambiguated ID Type / Status
Subject Sierra Madre mountain system E411911 entity
Predicate ecoregion P948 FINISHED
Object Sierra Madre Occidental pine-oak forests
The Sierra Madre Occidental pine-oak forests are a biodiverse montane ecoregion in western Mexico characterized by extensive conifer and oak woodlands that provide critical habitat for numerous endemic and threatened species.
E1243534 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: Sierra Madre Occidental pine-oak forests | Statement: [Sierra Madre mountain system, ecoregion, Sierra Madre Occidental pine-oak forests]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sierra Madre Occidental pine-oak forests
Context triple: [Sierra Madre mountain system, ecoregion, Sierra Madre Occidental pine-oak forests]
  • A. Sierra Juárez and San Pedro Mártir pine–oak forests
    The Sierra Juárez and San Pedro Mártir pine–oak forests are a biodiverse montane ecoregion in northern Baja California, Mexico, characterized by conifer and oak woodlands that provide important habitat for numerous endemic and threatened species.
  • B. Madrean Sky Islands region
    The Madrean Sky Islands region is a biodiversity-rich network of isolated mountain ranges rising from desert lowlands in the southwestern United States and northwestern Mexico, known for its unique mix of temperate and subtropical ecosystems.
  • C. Chaco woodland
    Chaco woodland is a dry subtropical forest ecosystem in South America characterized by drought-tolerant trees, shrubs, and rich biodiversity adapted to seasonal extremes.
  • D. Mesoamerican forests
    Mesoamerican forests are biodiverse tropical and subtropical woodlands stretching from southern Mexico through Central America, renowned for their rich endemic species and cultural significance.
  • E. Bosque de Protección San Matías-San Carlos
    Bosque de Protección San Matías-San Carlos is a protected forest area in central Peru known for conserving Amazonian and Andean ecosystems and the headwaters of important river basins.
  • 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: Sierra Madre Occidental pine-oak forests
Triple: [Sierra Madre mountain system, ecoregion, Sierra Madre Occidental pine-oak forests]
Generated description
The Sierra Madre Occidental pine-oak forests are a biodiverse montane ecoregion in western Mexico characterized by extensive conifer and oak woodlands that provide critical habitat for numerous endemic and threatened species.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sierra Madre Occidental pine-oak forests
Target entity description: The Sierra Madre Occidental pine-oak forests are a biodiverse montane ecoregion in western Mexico characterized by extensive conifer and oak woodlands that provide critical habitat for numerous endemic and threatened species.
  • A. Sierra Juárez and San Pedro Mártir pine–oak forests
    The Sierra Juárez and San Pedro Mártir pine–oak forests are a biodiverse montane ecoregion in northern Baja California, Mexico, characterized by conifer and oak woodlands that provide important habitat for numerous endemic and threatened species.
  • B. Madrean Sky Islands region
    The Madrean Sky Islands region is a biodiversity-rich network of isolated mountain ranges rising from desert lowlands in the southwestern United States and northwestern Mexico, known for its unique mix of temperate and subtropical ecosystems.
  • C. Chaco woodland
    Chaco woodland is a dry subtropical forest ecosystem in South America characterized by drought-tolerant trees, shrubs, and rich biodiversity adapted to seasonal extremes.
  • D. Mesoamerican forests
    Mesoamerican forests are biodiverse tropical and subtropical woodlands stretching from southern Mexico through Central America, renowned for their rich endemic species and cultural significance.
  • E. Bosque de Protección San Matías-San Carlos
    Bosque de Protección San Matías-San Carlos is a protected forest area in central Peru known for conserving Amazonian and Andean ecosystems and the headwaters of important river basins.
  • 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_69d886ca8f348190812768ea8d5055ce completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d1866bf48190a0ea15c377bf782c completed April 18, 2026, 6:46 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00d477f7ec81909f1f0243004c9050 completed May 10, 2026, 6:54 p.m.
NEDg Description generation batch_6a00d5503be88190ac15a327ff3782ec completed May 10, 2026, 6:58 p.m.
NED2 Entity disambiguation (via description) batch_6a00d66e450c8190ae0befd3d7875ed8 completed May 10, 2026, 7:03 p.m.
Created at: April 10, 2026, 5:32 a.m.