Triple

T23493342
Position Surface form Disambiguated ID Type / Status
Subject Ayoreo E571634 entity
Predicate voluntarilyIsolatedGroups P41105 FINISHED
Object Ayoreo-Totobiegosode
The Ayoreo-Totobiegosode are an Indigenous subgroup of the Ayoreo people in the Gran Chaco region, known for maintaining voluntary isolation and resisting outside contact to preserve their traditional way of life.
E1588887 NE FINISHED

How this triple was built (5 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: Ayoreo-Totobiegosode | Statement: [Ayoreo, voluntarilyIsolatedGroups, Ayoreo-Totobiegosode]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ayoreo-Totobiegosode
Context triple: [Ayoreo, voluntarilyIsolatedGroups, Ayoreo-Totobiegosode]
  • A. Yuki–Wappo
    Yuki–Wappo is a small proposed language family of northern California, comprising the Yuki and Wappo languages, often discussed in relation to the broader Penutian phylum hypothesis.
  • B. Yuki–Wappo languages
    The Yuki–Wappo languages are an extinct small family of Native American languages once spoken in northern California, often discussed in relation to the proposed Penutian phylum.
  • C. Apoi-ijaw
    Apoi-ijaw is a Niger Delta language spoken by the Apoi subgroup of the Ijaw people in southern Nigeria.
  • D. Tokunoshima language
    The Tokunoshima language is a Ryukyuan language spoken on Tokunoshima Island in Japan’s Amami Islands, known for its distinct phonology and grammar that set it apart from standard Japanese.
  • E. Oshiwambo languages
    The Oshiwambo languages are a group of closely related Bantu languages spoken primarily by the Ovambo people in northern Namibia and southern Angola.
  • 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: Ayoreo-Totobiegosode
Triple: [Ayoreo, voluntarilyIsolatedGroups, Ayoreo-Totobiegosode]
Generated description
The Ayoreo-Totobiegosode are an Indigenous subgroup of the Ayoreo people in the Gran Chaco region, known for maintaining voluntary isolation and resisting outside contact to preserve their traditional way of life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ayoreo-Totobiegosode
Target entity description: The Ayoreo-Totobiegosode are an Indigenous subgroup of the Ayoreo people in the Gran Chaco region, known for maintaining voluntary isolation and resisting outside contact to preserve their traditional way of life.
  • A. Yuki–Wappo
    Yuki–Wappo is a small proposed language family of northern California, comprising the Yuki and Wappo languages, often discussed in relation to the broader Penutian phylum hypothesis.
  • B. Yuki–Wappo languages
    The Yuki–Wappo languages are an extinct small family of Native American languages once spoken in northern California, often discussed in relation to the proposed Penutian phylum.
  • C. Apoi-ijaw
    Apoi-ijaw is a Niger Delta language spoken by the Apoi subgroup of the Ijaw people in southern Nigeria.
  • D. Tokunoshima language
    The Tokunoshima language is a Ryukyuan language spoken on Tokunoshima Island in Japan’s Amami Islands, known for its distinct phonology and grammar that set it apart from standard Japanese.
  • E. Oshiwambo languages
    The Oshiwambo languages are a group of closely related Bantu languages spoken primarily by the Ovambo people in northern Namibia and southern Angola.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: voluntarilyIsolatedGroups
Context triple: [Ayoreo, voluntarilyIsolatedGroups, Ayoreo-Totobiegosode]
  • A. isolatedBy
    Indicates that one entity has been separated or kept apart from another entity or set of entities, preventing interaction or influence between them.
  • B. isIsolated chosen
    Indicates that an entity exists or occurs separately from others, without direct contact, interaction, or connection.
  • C. visitedByGroup
    Indicates that a location or entity is the destination of a visit carried out by a group of individuals.
  • D. hasRelativeIsolation
    Indicates that one entity exists in a state of separation or limited interaction relative to another entity or its surroundings.
  • E. ISOGroupingStatus
    Indicates the relationship between an entity and its classification or status within an ISO-defined grouping or category.
  • F. None of above.

Provenance (6 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_69e245b4829881909b77a70e942bbd54 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f1a7de1ab88190b6c2441c63a99713 completed April 29, 2026, 6:40 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c826ff3848190a3cdf82c26b6e22e completed May 19, 2026, 3:32 p.m.
NEDg Description generation batch_6a0ca6f229308190bf72b52fd44144d3 completed May 19, 2026, 6:07 p.m.
NED2 Entity disambiguation (via description) batch_6a0ca7f09af48190b7bfdae25d2f286b completed May 19, 2026, 6:12 p.m.
PD Predicate disambiguation batch_69f0620ac3608190b36916261ea50f54 completed April 28, 2026, 7:30 a.m.
Created at: April 17, 2026, 6:05 p.m.