Triple

T22173782
Position Surface form Disambiguated ID Type / Status
Subject Nawat language E547989 entity
Predicate alternativeName P39 FINISHED
Object Náhuat
Náhuat is a modern variety of the Nahuan (Uto-Aztecan) languages spoken primarily in parts of El Salvador and neighboring regions.
E1522807 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: Náhuat | Statement: [Nawat language, alternativeName, Náhuat]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Náhuat
Context triple: [Nawat language, alternativeName, Náhuat]
  • A. Olintla Totonac
    Olintla Totonac is a regional variety of the Totonac language spoken in and around the community of Olintla in the Sierra region of Mexico.
  • B. Zoque
    The Zoque are an indigenous Mesoamerican people of southeastern Mexico, closely related to the Olmec cultural sphere and known for their distinct language, traditions, and presence primarily in Chiapas and neighboring states.
  • C. Guichicovi Mixe
    Guichicovi Mixe is a variant of the Mixe language spoken by the Mixe people in and around the municipality of San Juan Guichicovi in Oaxaca, Mexico.
  • D. Yosondúa Mixtec
    Yosondúa Mixtec is a variant of the Mixtec language spoken by indigenous communities in and around Yosondúa in Oaxaca, Mexico.
  • E. Cuicatec
    Cuicatec is an indigenous Mesoamerican language spoken in Oaxaca, Mexico, belonging to the Oto-Manguean language family and known for its complex tonal system.
  • 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: Náhuat
Triple: [Nawat language, alternativeName, Náhuat]
Generated description
Náhuat is a modern variety of the Nahuan (Uto-Aztecan) languages spoken primarily in parts of El Salvador and neighboring regions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Náhuat
Target entity description: Náhuat is a modern variety of the Nahuan (Uto-Aztecan) languages spoken primarily in parts of El Salvador and neighboring regions.
  • A. Olintla Totonac
    Olintla Totonac is a regional variety of the Totonac language spoken in and around the community of Olintla in the Sierra region of Mexico.
  • B. Zoque
    The Zoque are an indigenous Mesoamerican people of southeastern Mexico, closely related to the Olmec cultural sphere and known for their distinct language, traditions, and presence primarily in Chiapas and neighboring states.
  • C. Guichicovi Mixe
    Guichicovi Mixe is a variant of the Mixe language spoken by the Mixe people in and around the municipality of San Juan Guichicovi in Oaxaca, Mexico.
  • D. Yosondúa Mixtec
    Yosondúa Mixtec is a variant of the Mixtec language spoken by indigenous communities in and around Yosondúa in Oaxaca, Mexico.
  • E. Cuicatec
    Cuicatec is an indigenous Mesoamerican language spoken in Oaxaca, Mexico, belonging to the Oto-Manguean language family and known for its complex tonal system.
  • 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_69e11e3d53f88190a2b690e3f25bb062 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f12a6a9370819098ad65fede676c2b completed April 28, 2026, 9:45 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a9ec69cbc8190ac4dfde4443b5632 completed May 18, 2026, 5:08 a.m.
NEDg Description generation batch_6a0a9faeac54819096ff39be4bbd690a completed May 18, 2026, 5:12 a.m.
NED2 Entity disambiguation (via description) batch_6a0aa05b6b7481908cbada539c02556d completed May 18, 2026, 5:15 a.m.
Created at: April 16, 2026, 8:34 p.m.