Triple

T9699977
Position Surface form Disambiguated ID Type / Status
Subject Nukumanu E234749 entity
Predicate hasLanguage P15 FINISHED
Object Nukumanu language
Nukumanu language is a Polynesian language spoken by the inhabitants of the Nukumanu Atoll in Papua New Guinea.
 E487760 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: Nukumanu language | Statement: [Nukumanu, hasLanguage, Nukumanu language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Nukumanu language
Context triple: [Nukumanu, hasLanguage, Nukumanu language]
  • A. Tariana language
    The Tariana language is an endangered Arawakan language spoken in the northwest Amazon region of Brazil, known for its complex verbal morphology and extensive system of evidentiality.
  • B. Vaeakau-Taumako language
    The Vaeakau-Taumako language is a Polynesian Outlier language spoken primarily in the Temotu Province of the Solomon Islands, known for preserving many archaic features of Proto-Polynesian.
  • C. Taupota language
    The Taupota language is an Oceanic language spoken in Papua New Guinea, belonging to the Papuan Tip subgroup of the Austronesian language family.
  • D. Kuanyama language
    The Kuanyama language is a Bantu language spoken primarily in northern Namibia and southern Angola, recognized as a standardized variety of Ovambo and used in education, media, and religious contexts.
  • E. Karanga language
    The Karanga language is a member of the Maban branch of the Nilo-Saharan language family, spoken by communities in the central African region.
  • 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: Nukumanu language
Triple: [Nukumanu, hasLanguage, Nukumanu language]
Generated description
Nukumanu language is a Polynesian language spoken by the inhabitants of the Nukumanu Atoll in Papua New Guinea.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Nukumanu language
Target entity description: Nukumanu language is a Polynesian language spoken by the inhabitants of the Nukumanu Atoll in Papua New Guinea.
  • A. Tariana language
    The Tariana language is an endangered Arawakan language spoken in the northwest Amazon region of Brazil, known for its complex verbal morphology and extensive system of evidentiality.
  • B. Vaeakau-Taumako language chosen
    The Vaeakau-Taumako language is a Polynesian Outlier language spoken primarily in the Temotu Province of the Solomon Islands, known for preserving many archaic features of Proto-Polynesian.
  • C. Taupota language
    The Taupota language is an Oceanic language spoken in Papua New Guinea, belonging to the Papuan Tip subgroup of the Austronesian language family.
  • D. Kuanyama language
    The Kuanyama language is a Bantu language spoken primarily in northern Namibia and southern Angola, recognized as a standardized variety of Ovambo and used in education, media, and religious contexts.
  • E. Karanga language
    The Karanga language is a member of the Maban branch of the Nilo-Saharan language family, spoken by communities in the central African region.
  • 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_69ca84cb580c8190a7e5f4b3bcdaf2a4 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9d6eab0c8190abac1b009d625975 completed April 1, 2026, 10:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1912a551c8190bd6b48790f117f71 completed April 4, 2026, 10:31 p.m.
NEDg Description generation batch_69d193d8dd7c819094ca47105c3135e6 completed April 4, 2026, 10:42 p.m.
NED2 Entity disambiguation (via description) batch_69d1943d67988190aac089266d2d4abc completed April 4, 2026, 10:44 p.m.
Created at: March 30, 2026, 8:18 p.m.