Triple

T1337484
Position Surface form Disambiguated ID Type / Status
Subject New Caledonian–Loyalty languages E28786 entity
Predicate hasSubgroup P747 FINISHED
Object Loyalty Islands languages
The Loyalty Islands languages are a group of closely related Oceanic languages spoken primarily in the Loyalty Islands of New Caledonia.
 E28786 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: Loyalty Islands languages | Statement: [New Caledonian–Loyalty languages, hasSubgroup, Loyalty Islands languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Loyalty Islands languages
Context triple: [New Caledonian–Loyalty languages, hasSubgroup, Loyalty Islands languages]
  • A. New Caledonian–Loyalty languages
    The New Caledonian–Loyalty languages are a subgroup of Oceanic languages spoken primarily in New Caledonia and the Loyalty Islands in the southwest Pacific.
  • B. Vanuatu languages
    Vanuatu languages are a diverse group of closely related Oceanic Austronesian languages spoken across the islands of Vanuatu, known for their high linguistic density and variety.
  • C. Tanimbar languages
    The Tanimbar languages are a subgroup of Austronesian languages spoken primarily in the Tanimbar Islands of eastern Indonesia.
  • D. Vella Lavella language
    The Vella Lavella language is an Oceanic language spoken by the indigenous population of Vella Lavella Island in the Western Province of the Solomon Islands.
  • 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: Loyalty Islands languages
Triple: [New Caledonian–Loyalty languages, hasSubgroup, Loyalty Islands languages]
Generated description
The Loyalty Islands languages are a group of closely related Oceanic languages spoken primarily in the Loyalty Islands of New Caledonia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Loyalty Islands languages
Target entity description: The Loyalty Islands languages are a group of closely related Oceanic languages spoken primarily in the Loyalty Islands of New Caledonia.
  • A. New Caledonian–Loyalty languages chosen
    The New Caledonian–Loyalty languages are a subgroup of Oceanic languages spoken primarily in New Caledonia and the Loyalty Islands in the southwest Pacific.
  • B. Vanuatu languages
    Vanuatu languages are a diverse group of closely related Oceanic Austronesian languages spoken across the islands of Vanuatu, known for their high linguistic density and variety.
  • C. Tanimbar languages
    The Tanimbar languages are a subgroup of Austronesian languages spoken primarily in the Tanimbar Islands of eastern Indonesia.
  • D. Vella Lavella language
    The Vella Lavella language is an Oceanic language spoken by the indigenous population of Vella Lavella Island in the Western Province of the Solomon Islands.
  • 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.

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_69a498561a508190a3e1bc137c2b866a completed March 1, 2026, 7:49 p.m.
NER Named-entity recognition batch_69a4c1edda1c81909a1149b254b0d57e completed March 1, 2026, 10:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69acce660ccc8190abc6cdceaf09101c completed March 8, 2026, 1:18 a.m.
NEDg Description generation batch_69accf3931bc81908e38755e2d024270 completed March 8, 2026, 1:22 a.m.
NED2 Entity disambiguation (via description) batch_69accfb8acfc8190bba379d8bb114c29 completed March 8, 2026, 1:24 a.m.
Created at: March 1, 2026, 7:55 p.m.