Triple

T5037259
Position Surface form Disambiguated ID Type / Status
Subject Temotu languages E113455 entity
Predicate hasMinorLanguage P60940 FINISHED
Object Neo language (Temotu)
Neo is a lesser-known Oceanic language spoken in the Temotu Province of the Solomon Islands.
 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: Neo language (Temotu) | Statement: [Temotu languages, hasMinorLanguage, Neo language (Temotu)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Neo language (Temotu)
Context triple: [Temotu languages, hasMinorLanguage, Neo language (Temotu)]
  • A. 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.
  • B. 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.
  • 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. Lelemi language
    The Lelemi language is a Niger-Congo language spoken primarily by the Lelemi people in eastern Ghana.
  • E. Fagauvea language
    Fagauvea is an Oceanic language spoken primarily on Ouvéa Island in New Caledonia, known for its Polynesian-influenced features within a predominantly Melanesian linguistic area.
  • 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: Neo language (Temotu)
Triple: [Temotu languages, hasMinorLanguage, Neo language (Temotu)]
Generated description
Neo is a lesser-known Oceanic language spoken in the Temotu Province of the Solomon Islands.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Neo language (Temotu)
Target entity description: Neo is a lesser-known Oceanic language spoken in the Temotu Province of the Solomon Islands.
  • A. 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.
  • B. 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.
  • 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. Lelemi language
    The Lelemi language is a Niger-Congo language spoken primarily by the Lelemi people in eastern Ghana.
  • E. Fagauvea language
    Fagauvea is an Oceanic language spoken primarily on Ouvéa Island in New Caledonia, known for its Polynesian-influenced features within a predominantly Melanesian linguistic area.
  • 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_69bd44384298819089c49e7c330ec7b8 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd77cb8d2c8190a0f7c574a177091a completed March 20, 2026, 4:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69bea479f01c8190a84ff4973845eb17 completed March 21, 2026, 2 p.m.
NEDg Description generation batch_69bea525d9088190b0b655687dd27630 completed March 21, 2026, 2:03 p.m.
NED2 Entity disambiguation (via description) batch_69bea594850881909cd683670b63a079 completed March 21, 2026, 2:05 p.m.
Created at: March 20, 2026, 1:37 p.m.