Triple

T6786830
Position Surface form Disambiguated ID Type / Status
Subject Huon Gulf languages E155827 entity
Predicate glottologClassification P6521 FINISHED
Object Huon Gulf subgroup of Western Oceanic
The Huon Gulf subgroup of Western Oceanic is a branch of Oceanic Austronesian languages spoken around the Huon Gulf region of Papua New Guinea, characterized by shared phonological and grammatical innovations distinguishing it from neighboring language groups.
E619337 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: Huon Gulf subgroup of Western Oceanic | Statement: [Huon Gulf languages, glottologClassification, Huon Gulf subgroup of Western Oceanic]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Huon Gulf subgroup of Western Oceanic
Context triple: [Huon Gulf languages, glottologClassification, Huon Gulf subgroup of Western Oceanic]
  • A. Georges Basin
    Georges Basin is a deep submarine basin in the Gulf of Maine, known as one of its major deepwater depressions influencing regional ocean circulation and ecology.
  • B. Northern Marine Region (Australia)
    The Northern Marine Region (Australia) is a federally managed marine area off northern Australia that encompasses diverse tropical coastal and offshore ecosystems, including gulfs, reefs, and important habitats for marine wildlife.
  • C. Lord Howe Trough
    Lord Howe Trough is a deep submarine basin in the Tasman Sea, separating the Lord Howe Rise from the Australian mainland and forming part of the complex tectonic structure of the southwest Pacific Ocean floor.
  • D. Coral Sea Islands region
    The Coral Sea Islands region is an Australian external territory in the Coral Sea comprising numerous small, mostly uninhabited tropical islands and reefs administered from mainland Australia.
  • E. New Caledonia Basin
    The New Caledonia Basin is a deep oceanic basin in the southwest Pacific, lying east of Australia and west of New Caledonia, and forming part of the complex tectonic and marine landscape of the region.
  • 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: Huon Gulf subgroup of Western Oceanic
Triple: [Huon Gulf languages, glottologClassification, Huon Gulf subgroup of Western Oceanic]
Generated description
The Huon Gulf subgroup of Western Oceanic is a branch of Oceanic Austronesian languages spoken around the Huon Gulf region of Papua New Guinea, characterized by shared phonological and grammatical innovations distinguishing it from neighboring language groups.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Huon Gulf subgroup of Western Oceanic
Target entity description: The Huon Gulf subgroup of Western Oceanic is a branch of Oceanic Austronesian languages spoken around the Huon Gulf region of Papua New Guinea, characterized by shared phonological and grammatical innovations distinguishing it from neighboring language groups.
  • A. Georges Basin
    Georges Basin is a deep submarine basin in the Gulf of Maine, known as one of its major deepwater depressions influencing regional ocean circulation and ecology.
  • B. Northern Marine Region (Australia)
    The Northern Marine Region (Australia) is a federally managed marine area off northern Australia that encompasses diverse tropical coastal and offshore ecosystems, including gulfs, reefs, and important habitats for marine wildlife.
  • C. Lord Howe Trough
    Lord Howe Trough is a deep submarine basin in the Tasman Sea, separating the Lord Howe Rise from the Australian mainland and forming part of the complex tectonic structure of the southwest Pacific Ocean floor.
  • D. Coral Sea Islands region
    The Coral Sea Islands region is an Australian external territory in the Coral Sea comprising numerous small, mostly uninhabited tropical islands and reefs administered from mainland Australia.
  • E. New Caledonia Basin
    The New Caledonia Basin is a deep oceanic basin in the southwest Pacific, lying east of Australia and west of New Caledonia, and forming part of the complex tectonic and marine landscape of the region.
  • 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_69c6881770fc8190972b2906390380f5 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d28f043081909a9a9ab635785933 completed March 27, 2026, 6:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69c71a871a84819098891f66c6e5b579 completed March 28, 2026, 12:02 a.m.
NEDg Description generation batch_69c71b6b87d8819085e6ae122f042626 completed March 28, 2026, 12:06 a.m.
NED2 Entity disambiguation (via description) batch_69c71c00f86c819099ef6ae0766e9f3a completed March 28, 2026, 12:08 a.m.
Created at: March 27, 2026, 2:14 p.m.