Triple

T1386028
Position Surface form Disambiguated ID Type / Status
Subject Southeast Solomonic languages E29846 entity
Predicate hasMember P10 FINISHED
Object Birao language (Solomon Islands)
Birao is an Oceanic Austronesian language spoken in the Solomon Islands, belonging to the Southeast Solomonic subgroup.
 E157640 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: Birao language (Solomon Islands) | Statement: [Southeast Solomonic languages, hasMember, Birao language (Solomon Islands)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Birao language (Solomon Islands)
Context triple: [Southeast Solomonic languages, hasMember, Birao language (Solomon Islands)]
  • A. Bilua language
    The Bilua language is a Papuan language spoken primarily on Vella Lavella Island in the Solomon Islands.
  • B. Kiribati language
    The Kiribati language, also known as Gilbertese, is an Austronesian language spoken primarily in the island nation of Kiribati in the central Pacific.
  • C. Lelemi language
    The Lelemi language is a Niger-Congo language spoken primarily by the Lelemi people in eastern Ghana.
  • D. Roviana language
    The Roviana language is an Oceanic language spoken primarily in the Western Province of the Solomon Islands, especially around Roviana Lagoon, and serves as an important regional lingua franca.
  • E. Temotu languages
    Temotu languages are a small group of Oceanic languages spoken in the Temotu (Santa Cruz) Province of the southeastern Solomon Islands, notable for their unique features and relative isolation within the Austronesian family.
  • 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: Birao language (Solomon Islands)
Triple: [Southeast Solomonic languages, hasMember, Birao language (Solomon Islands)]
Generated description
Birao is an Oceanic Austronesian language spoken in the Solomon Islands, belonging to the Southeast Solomonic subgroup.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Birao language (Solomon Islands)
Target entity description: Birao is an Oceanic Austronesian language spoken in the Solomon Islands, belonging to the Southeast Solomonic subgroup.
  • A. Bilua language
    The Bilua language is a Papuan language spoken primarily on Vella Lavella Island in the Solomon Islands.
  • B. Kiribati language
    The Kiribati language, also known as Gilbertese, is an Austronesian language spoken primarily in the island nation of Kiribati in the central Pacific.
  • C. Lelemi language
    The Lelemi language is a Niger-Congo language spoken primarily by the Lelemi people in eastern Ghana.
  • D. Roviana language
    The Roviana language is an Oceanic language spoken primarily in the Western Province of the Solomon Islands, especially around Roviana Lagoon, and serves as an important regional lingua franca.
  • E. Temotu languages
    Temotu languages are a small group of Oceanic languages spoken in the Temotu (Santa Cruz) Province of the southeastern Solomon Islands, notable for their unique features and relative isolation within the Austronesian family.
  • 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_69a498dc92f8819094a1108f8ac90f43 completed March 1, 2026, 7:51 p.m.
NER Named-entity recognition batch_69a4c339f3d481909c04b14129899945 completed March 1, 2026, 10:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69acd48fc7f88190a971e6b6fa01453e completed March 8, 2026, 1:44 a.m.
NEDg Description generation batch_69acd56a42a481909b2b4efc3d3dac49 completed March 8, 2026, 1:48 a.m.
NED2 Entity disambiguation (via description) batch_69acd5d853a08190980fe79aa583390a completed March 8, 2026, 1:50 a.m.
Created at: March 1, 2026, 7:59 p.m.