Triple

T13195622
Position Surface form Disambiguated ID Type / Status
Subject Machiguenga E314102 entity
Predicate alternativeName P39 FINISHED
Object Machigenga
Machigenga are an Indigenous people of the Peruvian Amazon, known for their traditional forest-based lifestyle, rich oral traditions, and distinct Arawakan language.
 E1026244 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: Machigenga | Statement: [Machiguenga, alternativeName, Machigenga]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Machigenga
Context triple: [Machiguenga, alternativeName, Machigenga]
  • A. Itumbiara
    Itumbiara is a municipality in the Brazilian state of Goiás, known for its strategic location on the Paranaíba River and its role as a regional economic and transportation hub.
  • B. Mandeali
    Mandeali is an Indo-Aryan language spoken primarily in the Mandi district of Himachal Pradesh in northern India.
  • C. Kamba
    Kamba is a Bantu language spoken primarily by the Akamba people of Kenya, known for its rich oral traditions and regional cultural significance.
  • D. Kambaata
    Kambaata is a Cushitic language spoken primarily by the Kambaata people in southern Ethiopia.
  • E. Tchambri
    Tchambri is an indigenous people of Papua New Guinea known for their distinctive social organization and for being the focus of anthropological studies by Margaret Mead.
  • 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: Machigenga
Triple: [Machiguenga, alternativeName, Machigenga]
Generated description
Machigenga are an Indigenous people of the Peruvian Amazon, known for their traditional forest-based lifestyle, rich oral traditions, and distinct Arawakan language.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Machigenga
Target entity description: Machigenga are an Indigenous people of the Peruvian Amazon, known for their traditional forest-based lifestyle, rich oral traditions, and distinct Arawakan language.
  • A. Itumbiara
    Itumbiara is a municipality in the Brazilian state of Goiás, known for its strategic location on the Paranaíba River and its role as a regional economic and transportation hub.
  • B. Mandeali
    Mandeali is an Indo-Aryan language spoken primarily in the Mandi district of Himachal Pradesh in northern India.
  • C. Kamba
    Kamba is a Bantu language spoken primarily by the Akamba people of Kenya, known for its rich oral traditions and regional cultural significance.
  • D. Kambaata
    Kambaata is a Cushitic language spoken primarily by the Kambaata people in southern Ethiopia.
  • E. Tchambri
    Tchambri is an indigenous people of Papua New Guinea known for their distinctive social organization and for being the focus of anthropological studies by Margaret Mead.
  • 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_69d806ae1e08819090d95bfe1538cc17 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98c626058819086f604b11af2d4eb completed April 10, 2026, 11:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6f605a48c81909373fcd9dd896b3d completed May 3, 2026, 7:15 a.m.
NEDg Description generation batch_69f6f6e10f2481909b405169dd7e5cf9 completed May 3, 2026, 7:18 a.m.
NED2 Entity disambiguation (via description) batch_69f6f73b301881909d792dfebd2e468f completed May 3, 2026, 7:20 a.m.
Created at: April 9, 2026, 9:16 p.m.