Triple

T6045528
Position Surface form Disambiguated ID Type / Status
Subject Acolhua E134656 entity
Predicate memberOf P10 FINISHED
Object Nahua cultural sphere
The Nahua cultural sphere encompasses the interconnected Mesoamerican peoples, languages, traditions, and polities associated with Nahuatl-speaking groups, including but not limited to the Aztecs and their allies.
E564357 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: Nahua cultural sphere | Statement: [Acolhua, memberOf, Nahua cultural sphere]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nahua cultural sphere
Context triple: [Acolhua, memberOf, Nahua cultural sphere]
  • A. Totonacapan region
    The Totonacapan region is a historical and cultural area in eastern Mexico traditionally inhabited by the Totonac people, known for its pre-Hispanic archaeological sites and rich indigenous heritage.
  • B. Plateau culture area
    The Plateau culture area is a North American cultural region encompassing the intermountain plateau lands between the Rocky Mountains and the Cascades, traditionally inhabited by various Indigenous peoples including the Southern Paiute.
  • C. Matlatzinca culture
    The Matlatzinca culture was a pre-Columbian indigenous civilization of central Mexico known for its distinct language, complex social organization, and interaction with powerful neighbors such as the Aztec Empire.
  • D. Aridoamerica
    Aridoamerica is a cultural and geographic region of northern Mexico and the southwestern United States characterized by arid climates and the presence of primarily nomadic and semi-nomadic indigenous cultures.
  • E. Mesoamerican linguistic area
    The Mesoamerican linguistic area is a Sprachbund in which numerous indigenous language families, including Mayan, share convergent structural features due to long-term contact rather than common ancestry.
  • 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: Nahua cultural sphere
Triple: [Acolhua, memberOf, Nahua cultural sphere]
Generated description
The Nahua cultural sphere encompasses the interconnected Mesoamerican peoples, languages, traditions, and polities associated with Nahuatl-speaking groups, including but not limited to the Aztecs and their allies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nahua cultural sphere
Target entity description: The Nahua cultural sphere encompasses the interconnected Mesoamerican peoples, languages, traditions, and polities associated with Nahuatl-speaking groups, including but not limited to the Aztecs and their allies.
  • A. Totonacapan region
    The Totonacapan region is a historical and cultural area in eastern Mexico traditionally inhabited by the Totonac people, known for its pre-Hispanic archaeological sites and rich indigenous heritage.
  • B. Plateau culture area
    The Plateau culture area is a North American cultural region encompassing the intermountain plateau lands between the Rocky Mountains and the Cascades, traditionally inhabited by various Indigenous peoples including the Southern Paiute.
  • C. Matlatzinca culture
    The Matlatzinca culture was a pre-Columbian indigenous civilization of central Mexico known for its distinct language, complex social organization, and interaction with powerful neighbors such as the Aztec Empire.
  • D. Aridoamerica
    Aridoamerica is a cultural and geographic region of northern Mexico and the southwestern United States characterized by arid climates and the presence of primarily nomadic and semi-nomadic indigenous cultures.
  • E. Mesoamerican linguistic area
    The Mesoamerican linguistic area is a Sprachbund in which numerous indigenous language families, including Mayan, share convergent structural features due to long-term contact rather than common ancestry.
  • 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_69c00876a69881908088a2626d3b2666 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c056e41f98819089c205ba6138faf0 completed March 22, 2026, 8:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69c1139f53d881908f2aa8211fc7539f completed March 23, 2026, 10:19 a.m.
NEDg Description generation batch_69c1153b6ce8819090a13d349ccd2d6c completed March 23, 2026, 10:26 a.m.
NED2 Entity disambiguation (via description) batch_69c115acfe748190b91c88df81c2e1c2 completed March 23, 2026, 10:27 a.m.
Created at: March 22, 2026, 4:09 p.m.