Triple

T12347677
Position Surface form Disambiguated ID Type / Status
Subject Mazahua people E294399 entity
Predicate partOf P40 FINISHED
Object Oto-Manguean cultural area
The Oto-Manguean cultural area is a Mesoamerican region characterized by communities that speak related Oto-Manguean languages and share long-standing cultural, historical, and ritual traditions.
E978958 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: Oto-Manguean cultural area | Statement: [Mazahua people, partOf, Oto-Manguean cultural area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Oto-Manguean cultural area
Context triple: [Mazahua people, partOf, Oto-Manguean cultural area]
  • A. Pomo cultural area
    The Pomo cultural area is a region in Northern California traditionally inhabited by the Pomo peoples, characterized by diverse languages, intricate basketry, and a rich hunter-gatherer tradition tied to local river, lake, and coastal environments.
  • B. 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.
  • C. 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.
  • D. Vaupés linguistic area
    The Vaupés linguistic area is a multilingual region of the northwest Amazon where long-term contact among diverse Indigenous languages has produced extensive structural convergence while strict rules against intermarriage within the same language group maintain distinct ethnic identities.
  • E. Chibchan cultural area
    The Chibchan cultural area is a pre-Columbian cultural and linguistic region of lower Central America and northern South America, home to various indigenous groups who speak Chibchan languages and share related traditions.
  • 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: Oto-Manguean cultural area
Triple: [Mazahua people, partOf, Oto-Manguean cultural area]
Generated description
The Oto-Manguean cultural area is a Mesoamerican region characterized by communities that speak related Oto-Manguean languages and share long-standing cultural, historical, and ritual traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Oto-Manguean cultural area
Target entity description: The Oto-Manguean cultural area is a Mesoamerican region characterized by communities that speak related Oto-Manguean languages and share long-standing cultural, historical, and ritual traditions.
  • A. Pomo cultural area
    The Pomo cultural area is a region in Northern California traditionally inhabited by the Pomo peoples, characterized by diverse languages, intricate basketry, and a rich hunter-gatherer tradition tied to local river, lake, and coastal environments.
  • B. 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.
  • C. 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.
  • D. Vaupés linguistic area
    The Vaupés linguistic area is a multilingual region of the northwest Amazon where long-term contact among diverse Indigenous languages has produced extensive structural convergence while strict rules against intermarriage within the same language group maintain distinct ethnic identities.
  • E. Chibchan cultural area
    The Chibchan cultural area is a pre-Columbian cultural and linguistic region of lower Central America and northern South America, home to various indigenous groups who speak Chibchan languages and share related traditions.
  • 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_69d6ab6ccbec8190b09e2d357aa80064 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93f7ba17481908b03af7316b28d9b completed April 10, 2026, 6:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f62aae8d7c8190a722c28a5a153d1d completed May 2, 2026, 4:47 p.m.
NEDg Description generation batch_69f62c55aacc8190a0544306825bdfab completed May 2, 2026, 4:54 p.m.
NED2 Entity disambiguation (via description) batch_69f62d51ab8081909c6f534051019dca completed May 2, 2026, 4:58 p.m.
Created at: April 8, 2026, 9:53 p.m.