Triple

T15819655
Position Surface form Disambiguated ID Type / Status
Subject Tepehua language family E383570 entity
Predicate hasSubgroup P747 FINISHED
Object Southern Tepehua
Southern Tepehua is an indigenous Mesoamerican language variety spoken by the Tepehua people of eastern Mexico, belonging to the Totonacan language family.
E1180330 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: Southern Tepehua | Statement: [Tepehua language family, hasSubgroup, Southern Tepehua]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Southern Tepehua
Context triple: [Tepehua language family, hasSubgroup, Southern Tepehua]
  • A. La Quemada region
    La Quemada region is a pre-Columbian cultural area in north-central Mexico known for its monumental hilltop ruins and role as a southern frontier zone of the Oasisamerica cultural sphere.
  • B. Sumapaz region
    The Sumapaz region is a rural area of central Colombia known for its high Andean landscapes, agricultural production, and proximity to the vast Sumapaz páramo, one of the world’s largest high-mountain wetlands.
  • C. Trincheras region
    The Trincheras region is a pre-Columbian cultural area in the northwestern Sonoran Desert, known for its terraced hillside settlements and association with the broader Oasisamerica tradition.
  • D. Central Rarámuri
    Central Rarámuri is a principal regional variety of the Rarámuri (Tarahumara) language spoken by Indigenous communities in the Sierra Madre region of northern Mexico.
  • E. Cañada Region
    Cañada Region is a geographic and cultural area within the Mexican state of Oaxaca, known for its semi-arid climate, indigenous communities, and traditional agriculture.
  • 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: Southern Tepehua
Triple: [Tepehua language family, hasSubgroup, Southern Tepehua]
Generated description
Southern Tepehua is an indigenous Mesoamerican language variety spoken by the Tepehua people of eastern Mexico, belonging to the Totonacan language family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Southern Tepehua
Target entity description: Southern Tepehua is an indigenous Mesoamerican language variety spoken by the Tepehua people of eastern Mexico, belonging to the Totonacan language family.
  • A. La Quemada region
    La Quemada region is a pre-Columbian cultural area in north-central Mexico known for its monumental hilltop ruins and role as a southern frontier zone of the Oasisamerica cultural sphere.
  • B. Sumapaz region
    The Sumapaz region is a rural area of central Colombia known for its high Andean landscapes, agricultural production, and proximity to the vast Sumapaz páramo, one of the world’s largest high-mountain wetlands.
  • C. Trincheras region
    The Trincheras region is a pre-Columbian cultural area in the northwestern Sonoran Desert, known for its terraced hillside settlements and association with the broader Oasisamerica tradition.
  • D. Central Rarámuri
    Central Rarámuri is a principal regional variety of the Rarámuri (Tarahumara) language spoken by Indigenous communities in the Sierra Madre region of northern Mexico.
  • E. Cañada Region
    Cañada Region is a geographic and cultural area within the Mexican state of Oaxaca, known for its semi-arid climate, indigenous communities, and traditional agriculture.
  • 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_69d86da2858c819090cc8481e7207b6e completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e0c4a6e6748190acb0791bd465587f completed April 16, 2026, 11:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffa13392c48190b03cbed9df5a32a6 completed May 9, 2026, 9:03 p.m.
NEDg Description generation batch_69ffa417ee248190808b0fecfb58d705 completed May 9, 2026, 9:16 p.m.
NED2 Entity disambiguation (via description) batch_69ffa5372f248190827cdc4985fee1ef completed May 9, 2026, 9:20 p.m.
Created at: April 10, 2026, 4:49 a.m.