Triple

T7195374
Position Surface form Disambiguated ID Type / Status
Subject Fagauvea language E168600 entity
Predicate locatedInLinguisticArea P17400 FINISHED
Object Melanesian linguistic area
The Melanesian linguistic area is a region in the southwest Pacific characterized by a diverse mix of Oceanic and Papuan languages that share many structural features due to long-term contact and interaction.
E649186 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: Melanesian linguistic area | Statement: [Fagauvea language, locatedInLinguisticArea, Melanesian linguistic area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Melanesian linguistic area
Context triple: [Fagauvea language, locatedInLinguisticArea, Melanesian linguistic area]
  • A. Polynesian linguistic area
    The Polynesian linguistic area is a group of closely related Oceanic languages spoken across the Polynesian islands, characterized by shared phonological, grammatical, and lexical features resulting from common ancestry and long-term contact.
  • B. Southern Melanesian languages
    Southern Melanesian languages are a subgroup of Oceanic languages spoken primarily in the southern regions of Melanesia, including parts of Vanuatu, New Caledonia, and nearby islands.
  • C. Remote Oceania linguistic area
    The Remote Oceania linguistic area is a region of the Pacific characterized by closely related Oceanic languages spoken across widely dispersed island groups such as Polynesia, Micronesia, and parts of eastern Melanesia.
  • D. Guadalcanal linguistic area
    The Guadalcanal linguistic area is a region on the island of Guadalcanal in the Solomon Islands characterized by a cluster of related and interacting Oceanic languages that share common structural and lexical features.
  • E. Western Malayo-Polynesian languages
    Western Malayo-Polynesian languages are a major subgroup of the Austronesian language family spoken primarily in western Island Southeast Asia and parts of mainland Asia, including languages such as Tagalog, Javanese, and Malay.
  • 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: Melanesian linguistic area
Triple: [Fagauvea language, locatedInLinguisticArea, Melanesian linguistic area]
Generated description
The Melanesian linguistic area is a region in the southwest Pacific characterized by a diverse mix of Oceanic and Papuan languages that share many structural features due to long-term contact and interaction.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Melanesian linguistic area
Target entity description: The Melanesian linguistic area is a region in the southwest Pacific characterized by a diverse mix of Oceanic and Papuan languages that share many structural features due to long-term contact and interaction.
  • A. Polynesian linguistic area
    The Polynesian linguistic area is a group of closely related Oceanic languages spoken across the Polynesian islands, characterized by shared phonological, grammatical, and lexical features resulting from common ancestry and long-term contact.
  • B. Southern Melanesian languages
    Southern Melanesian languages are a subgroup of Oceanic languages spoken primarily in the southern regions of Melanesia, including parts of Vanuatu, New Caledonia, and nearby islands.
  • C. Remote Oceania linguistic area
    The Remote Oceania linguistic area is a region of the Pacific characterized by closely related Oceanic languages spoken across widely dispersed island groups such as Polynesia, Micronesia, and parts of eastern Melanesia.
  • D. Guadalcanal linguistic area
    The Guadalcanal linguistic area is a region on the island of Guadalcanal in the Solomon Islands characterized by a cluster of related and interacting Oceanic languages that share common structural and lexical features.
  • E. Western Malayo-Polynesian languages
    Western Malayo-Polynesian languages are a major subgroup of the Austronesian language family spoken primarily in western Island Southeast Asia and parts of mainland Asia, including languages such as Tagalog, Javanese, and Malay.
  • 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_69c68a5376748190bb500f03df86e93e completed March 27, 2026, 1:46 p.m.
NER Named-entity recognition batch_69c6e927709c81909edf6ee42fe7f833 completed March 27, 2026, 8:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7bfa14e1c8190968b207bef0c96a9 completed March 28, 2026, 11:46 a.m.
NEDg Description generation batch_69c7c0a8985c8190894b28c9b733a205 completed March 28, 2026, 11:51 a.m.
NED2 Entity disambiguation (via description) batch_69c7c1352f8881909c3a7d03a5f2a5b1 completed March 28, 2026, 11:53 a.m.
Created at: March 27, 2026, 2:51 p.m.