Triple

T2306131
Position Surface form Disambiguated ID Type / Status
Subject Amuzgo E51842 entity
Predicate languageVariety P1762 FINISHED
Object Xochistlahuaca Amuzgo
Xochistlahuaca Amuzgo is a distinct regional variety of the Amuzgo language spoken primarily in and around the municipality of Xochistlahuaca in Guerrero, Mexico.
 E254413 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: Xochistlahuaca Amuzgo | Statement: [Amuzgo, languageVariety, Xochistlahuaca Amuzgo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Xochistlahuaca Amuzgo
Context triple: [Amuzgo, languageVariety, Xochistlahuaca Amuzgo]
  • A. Kʼicheʼ
    Kʼicheʼ is a major Mayan language spoken primarily by the Kʼicheʼ people of Guatemala, with a rich literary and cultural tradition.
  • B. Xochicueyetl
    Xochicueyetl was a noblewoman of the Aztec elite best known as the mother of the emperor Moctezuma II.
  • C. Matlatzinca
    Matlatzinca is an indigenous language of central Mexico spoken by the Matlatzinca people, primarily in the State of Mexico.
  • D. Mazahua
    Mazahua is an indigenous Oto-Manguean language spoken by the Mazahua people of central Mexico, particularly in the State of Mexico and surrounding areas.
  • E. Tlacaxipehualiztli
    Tlacaxipehualiztli was a major Aztec spring festival marked by gladiatorial combat, ritual sacrifice, and flaying of captives in honor of the god Xipe Totec.
  • 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: Xochistlahuaca Amuzgo
Triple: [Amuzgo, languageVariety, Xochistlahuaca Amuzgo]
Generated description
Xochistlahuaca Amuzgo is a distinct regional variety of the Amuzgo language spoken primarily in and around the municipality of Xochistlahuaca in Guerrero, Mexico.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Xochistlahuaca Amuzgo
Target entity description: Xochistlahuaca Amuzgo is a distinct regional variety of the Amuzgo language spoken primarily in and around the municipality of Xochistlahuaca in Guerrero, Mexico.
  • A. Kʼicheʼ
    Kʼicheʼ is a major Mayan language spoken primarily by the Kʼicheʼ people of Guatemala, with a rich literary and cultural tradition.
  • B. Xochicueyetl
    Xochicueyetl was a noblewoman of the Aztec elite best known as the mother of the emperor Moctezuma II.
  • C. Matlatzinca
    Matlatzinca is an indigenous language of central Mexico spoken by the Matlatzinca people, primarily in the State of Mexico.
  • D. Mazahua
    Mazahua is an indigenous Oto-Manguean language spoken by the Mazahua people of central Mexico, particularly in the State of Mexico and surrounding areas.
  • E. Tlacaxipehualiztli
    Tlacaxipehualiztli was a major Aztec spring festival marked by gladiatorial combat, ritual sacrifice, and flaying of captives in honor of the god Xipe Totec.
  • 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_69a88b0bb30c81908ded03b006d29387 completed March 4, 2026, 7:42 p.m.
NER Named-entity recognition batch_69abc60489c881908b0ba76d2075bc89 completed March 7, 2026, 6:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae7f3579248190829a07fe508d72a7 completed March 9, 2026, 8:05 a.m.
NEDg Description generation batch_69ae82e0611c8190a8b44e97bb34194f completed March 9, 2026, 8:20 a.m.
NED2 Entity disambiguation (via description) batch_69ae83f4369c8190b956f9d37ca31d1d completed March 9, 2026, 8:25 a.m.
Created at: March 4, 2026, 7:49 p.m.