Triple

T6328973
Position Surface form Disambiguated ID Type / Status
Subject Bugotu language E141927 entity
Predicate hasNeighboringLanguage P16383 FINISHED
Object Gao language (Solomon Islands)
Gao is an Oceanic language spoken by communities in the Solomon Islands, known for its place within the Southeast Solomonic branch of the Austronesian language family.
E113455 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: Gao language (Solomon Islands) | Statement: [Bugotu language, hasNeighboringLanguage, Gao language (Solomon Islands)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gao language (Solomon Islands)
Context triple: [Bugotu language, hasNeighboringLanguage, Gao language (Solomon Islands)]
  • A. 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.
  • B. 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.
  • C. Savosavo language
    The Savosavo language is a Papuan (non-Austronesian) language spoken by the indigenous inhabitants of Savo Island in the Solomon Islands.
  • D. Manus languages
    Manus languages are a group of closely related Oceanic Austronesian languages spoken primarily on Manus Island and nearby islands in Papua New Guinea.
  • E. Galo language
    Galo language is a Tibeto-Burman language spoken primarily by the Galo people in Arunachal Pradesh, India.
  • 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: Gao language (Solomon Islands)
Triple: [Bugotu language, hasNeighboringLanguage, Gao language (Solomon Islands)]
Generated description
Gao is an Oceanic language spoken by communities in the Solomon Islands, known for its place within the Southeast Solomonic branch of the Austronesian language family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gao language (Solomon Islands)
Target entity description: Gao is an Oceanic language spoken by communities in the Solomon Islands, known for its place within the Southeast Solomonic branch of the Austronesian language family.
  • A. 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.
  • B. Temotu languages chosen
    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.
  • C. Savosavo language
    The Savosavo language is a Papuan (non-Austronesian) language spoken by the indigenous inhabitants of Savo Island in the Solomon Islands.
  • D. Manus languages
    Manus languages are a group of closely related Oceanic Austronesian languages spoken primarily on Manus Island and nearby islands in Papua New Guinea.
  • E. Galo language
    Galo language is a Tibeto-Burman language spoken primarily by the Galo people in Arunachal Pradesh, India.
  • 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_69c008d201748190917e69c41ba3f978 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c0651197908190a30e504e2442d40f completed March 22, 2026, 9:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69c604154a1c8190b09e74cea2a18624 completed March 27, 2026, 4:14 a.m.
NEDg Description generation batch_69c605be33b081908a88b14ffc9b7e45 completed March 27, 2026, 4:21 a.m.
NED2 Entity disambiguation (via description) batch_69c6063391c08190be94743c4c326805 completed March 27, 2026, 4:23 a.m.
Created at: March 22, 2026, 4:30 p.m.