Triple

T9080231
Position Surface form Disambiguated ID Type / Status
Subject D'Entrecasteaux Islands E217599 entity
Predicate hasLanguage P15 FINISHED
Object Fergusson Island languages
The Fergusson Island languages are a group of closely related Papuan languages spoken on Fergusson Island in Papua New Guinea’s D'Entrecasteaux Islands.
 E776325 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: Fergusson Island languages | Statement: [D'Entrecasteaux Islands, hasLanguage, Fergusson Island languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fergusson Island languages
Context triple: [D'Entrecasteaux Islands, hasLanguage, Fergusson Island languages]
  • A. Admiralty Islands languages
    Admiralty Islands languages are a subgroup of Western Oceanic Austronesian languages spoken primarily in the Admiralty Islands of Papua New Guinea.
  • B. Kallahan languages
    Kallahan languages are a subgroup of Philippine Cordilleran languages spoken by indigenous communities in the northern Luzon highlands of the Philippines.
  • C. 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.
  • D. Kapingamarangi language
    The Kapingamarangi language is a Polynesian outlier language spoken primarily on Kapingamarangi Atoll in the Federated States of Micronesia.
  • E. Yapen languages
    The Yapen languages are a group of closely related Austronesian languages spoken primarily on Yapen Island and nearby areas off the north coast of Western New Guinea in Indonesia.
  • 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: Fergusson Island languages
Triple: [D'Entrecasteaux Islands, hasLanguage, Fergusson Island languages]
Generated description
The Fergusson Island languages are a group of closely related Papuan languages spoken on Fergusson Island in Papua New Guinea’s D'Entrecasteaux Islands.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fergusson Island languages
Target entity description: The Fergusson Island languages are a group of closely related Papuan languages spoken on Fergusson Island in Papua New Guinea’s D'Entrecasteaux Islands.
  • A. Admiralty Islands languages
    Admiralty Islands languages are a subgroup of Western Oceanic Austronesian languages spoken primarily in the Admiralty Islands of Papua New Guinea.
  • B. Kallahan languages
    Kallahan languages are a subgroup of Philippine Cordilleran languages spoken by indigenous communities in the northern Luzon highlands of the Philippines.
  • C. 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.
  • D. Kapingamarangi language
    The Kapingamarangi language is a Polynesian outlier language spoken primarily on Kapingamarangi Atoll in the Federated States of Micronesia.
  • E. Yapen languages
    The Yapen languages are a group of closely related Austronesian languages spoken primarily on Yapen Island and nearby areas off the north coast of Western New Guinea in Indonesia.
  • 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_69ca83d7a0388190ba1af89ed7ba36f9 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cc9607942c8190a21620892ce3cbe5 completed April 1, 2026, 3:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69cffe2103448190bbc09436f19c4f11 completed April 3, 2026, 5:51 p.m.
NEDg Description generation batch_69d000d4a4548190939a9a9946be469b completed April 3, 2026, 6:03 p.m.
NED2 Entity disambiguation (via description) batch_69d001b245f08190a8e5c53c570b20a0 completed April 3, 2026, 6:06 p.m.
Created at: March 30, 2026, 7:13 p.m.