Triple

T7314413
Position Surface form Disambiguated ID Type / Status
Subject Admiralty Islands languages E168172 entity
Predicate hasMember P10 FINISHED
Object Kele language (Papua New Guinea)
The Kele language is an Oceanic language spoken by communities in Papua New Guinea’s Admiralty Islands region.
 E655632 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: Kele language (Papua New Guinea) | Statement: [Admiralty Islands languages, hasMember, Kele language (Papua New Guinea)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kele language (Papua New Guinea)
Context triple: [Admiralty Islands languages, hasMember, Kele language (Papua New Guinea)]
  • A. Lelemi language
    The Lelemi language is a Niger-Congo language spoken primarily by the Lelemi people in eastern Ghana.
  • B. Kerewe language
    The Kerewe language is a Bantu language spoken primarily by the Kerewe people on Ukerewe Island in Lake Victoria, Tanzania.
  • C. 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.
  • D. Keapara language
    The Keapara language is an Austronesian language of coastal Papua New Guinea spoken by the Keapara people in Central Province.
  • E. Papuan languages of the Solomon Islands
    The Papuan languages of the Solomon Islands are a small group of non-Austronesian languages spoken in the Solomon Islands, distinct from the region’s dominant Oceanic languages and representing some of its oldest linguistic layers.
  • 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: Kele language (Papua New Guinea)
Triple: [Admiralty Islands languages, hasMember, Kele language (Papua New Guinea)]
Generated description
The Kele language is an Oceanic language spoken by communities in Papua New Guinea’s Admiralty Islands region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kele language (Papua New Guinea)
Target entity description: The Kele language is an Oceanic language spoken by communities in Papua New Guinea’s Admiralty Islands region.
  • A. Lelemi language
    The Lelemi language is a Niger-Congo language spoken primarily by the Lelemi people in eastern Ghana.
  • B. Kerewe language
    The Kerewe language is a Bantu language spoken primarily by the Kerewe people on Ukerewe Island in Lake Victoria, Tanzania.
  • C. 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.
  • D. Keapara language
    The Keapara language is an Austronesian language of coastal Papua New Guinea spoken by the Keapara people in Central Province.
  • E. Papuan languages of the Solomon Islands
    The Papuan languages of the Solomon Islands are a small group of non-Austronesian languages spoken in the Solomon Islands, distinct from the region’s dominant Oceanic languages and representing some of its oldest linguistic layers.
  • 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_69c6888d8e3c81909db79714903baf31 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6ec03a7248190beb1dec612725e5b completed March 27, 2026, 8:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7e56f4aa0819096d955e2ce298299 completed March 28, 2026, 2:27 p.m.
NEDg Description generation batch_69c7e6bf79d48190a7c30e3513e12070 completed March 28, 2026, 2:33 p.m.
NED2 Entity disambiguation (via description) batch_69c7e78b09488190a361bdd50bd28b71 completed March 28, 2026, 2:36 p.m.
Created at: March 27, 2026, 3:02 p.m.