Triple

T1351974
Position Surface form Disambiguated ID Type / Status
Subject Vanuatu languages E28901 entity
Predicate includesLanguage P2177 FINISHED
Object North Efate
North Efate is an Oceanic language spoken on Efate Island in Vanuatu, known for its role in the country’s rich Austronesian linguistic landscape.
E173360 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: North Efate | Statement: [Vanuatu languages, includesLanguage, North Efate]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: North Efate
Context triple: [Vanuatu languages, includesLanguage, North Efate]
  • A. Hiri Motu
    Hiri Motu is an Austronesian lingua franca and one of the official languages of Papua New Guinea, historically used for trade and communication among diverse ethnic groups.
  • B. South Tarawa
    South Tarawa is the densely populated urban atoll and administrative center of the Pacific island nation of Kiribati.
  • C. Bougainville Island
    Bougainville Island is a large, mountainous island in the South Pacific’s Solomon Islands archipelago, notable for its strategic role in World War II and its rich indigenous cultures.
  • D. Arno Atoll
    Arno Atoll is a coral atoll in the Pacific Ocean known for its numerous small islets and lagoons, located near the capital atoll of Majuro in the Marshall Islands.
  • E. Abaiang
    Abaiang is a coral atoll in the Gilbert Islands of Kiribati, known for its traditional villages, lagoon environment, and vulnerability to climate change and sea-level rise.
  • 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: North Efate
Triple: [Vanuatu languages, includesLanguage, North Efate]
Generated description
North Efate is an Oceanic language spoken on Efate Island in Vanuatu, known for its role in the country’s rich Austronesian linguistic landscape.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: North Efate
Target entity description: North Efate is an Oceanic language spoken on Efate Island in Vanuatu, known for its role in the country’s rich Austronesian linguistic landscape.
  • A. Hiri Motu
    Hiri Motu is an Austronesian lingua franca and one of the official languages of Papua New Guinea, historically used for trade and communication among diverse ethnic groups.
  • B. South Tarawa
    South Tarawa is the densely populated urban atoll and administrative center of the Pacific island nation of Kiribati.
  • C. Bougainville Island
    Bougainville Island is a large, mountainous island in the South Pacific’s Solomon Islands archipelago, notable for its strategic role in World War II and its rich indigenous cultures.
  • D. Arno Atoll
    Arno Atoll is a coral atoll in the Pacific Ocean known for its numerous small islets and lagoons, located near the capital atoll of Majuro in the Marshall Islands.
  • E. Abaiang
    Abaiang is a coral atoll in the Gilbert Islands of Kiribati, known for its traditional villages, lagoon environment, and vulnerability to climate change and sea-level rise.
  • 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_69a498571d248190a0ac9eb02d97097f completed March 1, 2026, 7:49 p.m.
NER Named-entity recognition batch_69a4c26b1b4881908ae4b1b2c9b268a0 completed March 1, 2026, 10:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad231f92bc8190be41c30adb022b65 completed March 8, 2026, 7:19 a.m.
NEDg Description generation batch_69ad2708ef588190a112cbbe8abbb0ca completed March 8, 2026, 7:36 a.m.
NED2 Entity disambiguation (via description) batch_69ad277bbb18819099289afed0a1f363 completed March 8, 2026, 7:38 a.m.
Created at: March 1, 2026, 7:56 p.m.