Triple

T13145591
Position Surface form Disambiguated ID Type / Status
Subject Eastern Highlands Province E312326 entity
Predicate hasEthnicGroup P1898 FINISHED
Object Asaro people
The Asaro people are an indigenous group of Papua New Guinea known for their distinctive "Asaro Mudmen" tradition, in which warriors wear eerie clay masks and cover themselves in white mud for ceremonial performances.
E1024279 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: Asaro people | Statement: [Eastern Highlands Province, hasEthnicGroup, Asaro people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Asaro people
Context triple: [Eastern Highlands Province, hasEthnicGroup, Asaro people]
  • A. Isoko people
    The Isoko people are an ethnic group primarily located in the Niger Delta region of southern Nigeria, known for their distinct language, rich cultural traditions, and close historical ties with neighboring groups such as the Urhobo.
  • B. Arosi people
    The Arosi people are an indigenous ethnic group of Makira Island in the Solomon Islands, known for their distinct Austronesian culture and traditions.
  • C. Mararit people
    The Mararit people are an ethnic group of the Sahel region in Chad and Sudan, traditionally speaking a Taman language and practicing agro-pastoralism.
  • D. Tektiteko people
    The Tektiteko people are an indigenous Maya group of Guatemala and Mexico, known for their distinct Tektitek language and traditional highland cultural practices.
  • E. Arakwal people
    The Arakwal people are an Aboriginal Australian group whose ancestral lands encompass the coastal region around present-day Byron Bay in New South Wales.
  • 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: Asaro people
Triple: [Eastern Highlands Province, hasEthnicGroup, Asaro people]
Generated description
The Asaro people are an indigenous group of Papua New Guinea known for their distinctive "Asaro Mudmen" tradition, in which warriors wear eerie clay masks and cover themselves in white mud for ceremonial performances.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Asaro people
Target entity description: The Asaro people are an indigenous group of Papua New Guinea known for their distinctive "Asaro Mudmen" tradition, in which warriors wear eerie clay masks and cover themselves in white mud for ceremonial performances.
  • A. Isoko people
    The Isoko people are an ethnic group primarily located in the Niger Delta region of southern Nigeria, known for their distinct language, rich cultural traditions, and close historical ties with neighboring groups such as the Urhobo.
  • B. Arosi people
    The Arosi people are an indigenous ethnic group of Makira Island in the Solomon Islands, known for their distinct Austronesian culture and traditions.
  • C. Mararit people
    The Mararit people are an ethnic group of the Sahel region in Chad and Sudan, traditionally speaking a Taman language and practicing agro-pastoralism.
  • D. Tektiteko people
    The Tektiteko people are an indigenous Maya group of Guatemala and Mexico, known for their distinct Tektitek language and traditional highland cultural practices.
  • E. Arakwal people
    The Arakwal people are an Aboriginal Australian group whose ancestral lands encompass the coastal region around present-day Byron Bay in New South Wales.
  • 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_69d806aabde48190899e13e41659cae5 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98bcf6d0c819081d078f33e4bdedc completed April 10, 2026, 11:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6eae675508190991ce5902768c45a completed May 3, 2026, 6:27 a.m.
NEDg Description generation batch_69f6ebb1cd208190970ad8c21e852d93 completed May 3, 2026, 6:31 a.m.
NED2 Entity disambiguation (via description) batch_69f6ec48035881909342b57c061a22a9 completed May 3, 2026, 6:33 a.m.
Created at: April 9, 2026, 9:10 p.m.