Triple

T10784357
Position Surface form Disambiguated ID Type / Status
Subject Xochistlahuaca Amuzgo E254413 entity
Predicate hasAlternativeName P39 FINISHED
Object Guerrero Amuzgo
Guerrero Amuzgo is an indigenous Amuzgo language variety spoken primarily in the state of Guerrero in southwestern Mexico.
 E885782 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: Guerrero Amuzgo | Statement: [Xochistlahuaca Amuzgo, hasAlternativeName, Guerrero Amuzgo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Guerrero Amuzgo
Context triple: [Xochistlahuaca Amuzgo, hasAlternativeName, Guerrero Amuzgo]
  • A. Zapotec
    The Zapotec are an indigenous Mesoamerican people primarily from the Oaxaca region of southern Mexico, known for their ancient civilization, distinctive language family, and rich cultural traditions.
  • B. Lower Amuzgo
    Lower Amuzgo is a regional variety of the Amuzgo language spoken by indigenous communities in parts of southern Mexico.
  • C. Northern Amuzgo
    Northern Amuzgo is a major regional variety of the Amuzgo language spoken by indigenous Amuzgo communities in parts of southern Mexico.
  • D. Upper Amuzgo
    Upper Amuzgo is a variant of the Amuzgo language spoken by an indigenous community in southern Mexico.
  • E. Kaqchikel
    Kaqchikel is a Mayan language spoken primarily by the Kaqchikel people in the central highlands of Guatemala.
  • 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: Guerrero Amuzgo
Triple: [Xochistlahuaca Amuzgo, hasAlternativeName, Guerrero Amuzgo]
Generated description
Guerrero Amuzgo is an indigenous Amuzgo language variety spoken primarily in the state of Guerrero in southwestern Mexico.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Guerrero Amuzgo
Target entity description: Guerrero Amuzgo is an indigenous Amuzgo language variety spoken primarily in the state of Guerrero in southwestern Mexico.
  • A. Zapotec
    The Zapotec are an indigenous Mesoamerican people primarily from the Oaxaca region of southern Mexico, known for their ancient civilization, distinctive language family, and rich cultural traditions.
  • B. Lower Amuzgo
    Lower Amuzgo is a regional variety of the Amuzgo language spoken by indigenous communities in parts of southern Mexico.
  • C. Northern Amuzgo chosen
    Northern Amuzgo is a major regional variety of the Amuzgo language spoken by indigenous Amuzgo communities in parts of southern Mexico.
  • D. Upper Amuzgo
    Upper Amuzgo is a variant of the Amuzgo language spoken by an indigenous community in southern Mexico.
  • E. Kaqchikel
    Kaqchikel is a Mayan language spoken primarily by the Kaqchikel people in the central highlands of Guatemala.
  • F. None of above.

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_69d6aa609f008190a294200aefcb7bd5 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d732d2e7cc8190a4cb9a4d7c76ab15 completed April 9, 2026, 5:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69deb0c85d288190b13b1bc66921332c completed April 14, 2026, 9:25 p.m.
NEDg Description generation batch_69dec2534728819095b3693120772da9 completed April 14, 2026, 10:40 p.m.
NED2 Entity disambiguation (via description) batch_69dec79b1b548190a74312284f98551c completed April 14, 2026, 11:02 p.m.
Created at: April 8, 2026, 9:17 p.m.