Triple

T10784345
Position Surface form Disambiguated ID Type / Status
Subject Xochistlahuaca Amuzgo E254413 entity
Predicate hasDialectContinuumWith P18451 FINISHED
Object Ipalapa Amuzgo
Ipalapa Amuzgo is a variety of the Amuzgo language spoken in parts of southern Mexico, closely related to and mutually intelligible with other Amuzgo dialects.
 E256257 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: Ipalapa Amuzgo | Statement: [Xochistlahuaca Amuzgo, hasDialectContinuumWith, Ipalapa Amuzgo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ipalapa Amuzgo
Context triple: [Xochistlahuaca Amuzgo, hasDialectContinuumWith, Ipalapa Amuzgo]
  • A. Lower Amuzgo
    Lower Amuzgo is a regional variety of the Amuzgo language spoken by indigenous communities in parts of southern Mexico.
  • B. Upper Amuzgo
    Upper Amuzgo is a variant of the Amuzgo language spoken by an indigenous community in southern Mexico.
  • C. Amuzgo language
    Amuzgo language is an indigenous Oto-Manguean language spoken primarily by the Amuzgo people in the states of Guerrero and Oaxaca in southern Mexico.
  • D. Northern Amuzgo
    Northern Amuzgo is a major regional variety of the Amuzgo language spoken by indigenous Amuzgo communities in parts of southern Mexico.
  • E. Yosondúa Mixtec
    Yosondúa Mixtec is a variant of the Mixtec language spoken by indigenous communities in and around Yosondúa in Oaxaca, Mexico.
  • 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: Ipalapa Amuzgo
Triple: [Xochistlahuaca Amuzgo, hasDialectContinuumWith, Ipalapa Amuzgo]
Generated description
Ipalapa Amuzgo is a variety of the Amuzgo language spoken in parts of southern Mexico, closely related to and mutually intelligible with other Amuzgo dialects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ipalapa Amuzgo
Target entity description: Ipalapa Amuzgo is a variety of the Amuzgo language spoken in parts of southern Mexico, closely related to and mutually intelligible with other Amuzgo dialects.
  • A. Lower Amuzgo chosen
    Lower Amuzgo is a regional variety of the Amuzgo language spoken by indigenous communities in parts of southern Mexico.
  • B. Upper Amuzgo
    Upper Amuzgo is a variant of the Amuzgo language spoken by an indigenous community in southern Mexico.
  • C. Amuzgo language
    Amuzgo language is an indigenous Oto-Manguean language spoken primarily by the Amuzgo people in the states of Guerrero and Oaxaca in southern Mexico.
  • D. Northern Amuzgo
    Northern Amuzgo is a major regional variety of the Amuzgo language spoken by indigenous Amuzgo communities in parts of southern Mexico.
  • E. Yosondúa Mixtec
    Yosondúa Mixtec is a variant of the Mixtec language spoken by indigenous communities in and around Yosondúa in Oaxaca, Mexico.
  • 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_69de84c925088190922b9979cf77d01b completed April 14, 2026, 6:17 p.m.
NEDg Description generation batch_69de8954500c81909b57c4f8007959aa completed April 14, 2026, 6:37 p.m.
NED2 Entity disambiguation (via description) batch_69de8f38e3048190b1acc81bb56fe165 completed April 14, 2026, 7:02 p.m.
Created at: April 8, 2026, 9:17 p.m.