Triple
T2071854
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chihuahuan Desert |
E44830
|
entity |
| Predicate | protectedAreaIncludes |
P855
|
FINISHED |
| Object | Cuatro Ciénegas protected areas |
E178561
|
NE FINISHED |
How this triple was built (2 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: Cuatro Ciénegas protected areas | Statement: [Chihuahuan Desert, protectedAreaIncludes, Cuatro Ciénegas protected areas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cuatro Ciénegas protected areas Context triple: [Chihuahuan Desert, protectedAreaIncludes, Cuatro Ciénegas protected areas]
-
A.
Sierra de la Laguna Biosphere Reserve
Sierra de la Laguna Biosphere Reserve is a protected mountainous region in southern Baja California Sur, Mexico, known for its unique biodiversity, endemic species, and oak-pine forests amid surrounding desert.
-
B.
Sierra de Manantlán Biosphere Reserve
The Sierra de Manantlán Biosphere Reserve is a UNESCO-designated protected area in western Mexico renowned for its exceptional biodiversity, cloud forests, and role in conserving wild relatives of maize.
-
C.
Cuatrociénegas Flora and Fauna Protection Area
chosen
Cuatrociénegas Flora and Fauna Protection Area is a biologically rich protected reserve in northern Mexico, renowned for its unique desert wetlands, endemic species, and distinctive aquatic ecosystems.
-
D.
Cuatro Ciénegas
Cuatro Ciénegas is a Mexican town and protected natural area renowned for its unique desert wetlands, endemic species, and striking gypsum dunes and pools.
-
E.
Sierra Gorda Biosphere Reserve
The Sierra Gorda Biosphere Reserve is a highly biodiverse protected natural area in central Mexico known for its rugged mountains, rich ecosystems, and conservation of numerous endemic and endangered species.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69a88916c2b48190a5ca2e9b12cad3ed |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abba0d20bc8190b19a32157f8b1607 |
completed | March 7, 2026, 5:39 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae272bd51881909b7da12925195417 |
completed | March 9, 2026, 1:49 a.m. |
Created at: March 4, 2026, 7:41 p.m.