Triple

T200724
Position Surface form Disambiguated ID Type / Status
Subject Austronesian languages E4098 entity
Predicate hasSubfamily P747 FINISHED
Object Tongan language group
The Tongan language group is a subgroup of Polynesian languages within the Austronesian family, centered on the Tongan language and closely related varieties spoken in and around Tonga.
E26284 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: Tongan language group | Statement: [Austronesian languages, hasSubfamily, Tongan language group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tongan language group
Context triple: [Austronesian languages, hasSubfamily, Tongan language group]
  • A. Tokelauan language group
    The Tokelauan language group is a small Polynesian subgroup of the Austronesian language family, primarily spoken in Tokelau and closely related to other Polynesian languages.
  • B. Rapa Nui language
    The Rapa Nui language is a Polynesian language spoken by the indigenous people of Easter Island, known for its close relation to other Eastern Polynesian languages and its role in preserving the island’s unique cultural heritage.
  • C. Mangarevan language group
    The Mangarevan language group is a subgroup of Polynesian languages spoken primarily in the Gambier Islands of French Polynesia, closely related to other Eastern Polynesian languages.
  • D. Sranan Tongo
    Sranan Tongo is an English- and Dutch-influenced creole language originating in Suriname, widely used as a lingua franca among its diverse ethnic communities.
  • E. Solomon Islands Pijin
    Solomon Islands Pijin is an English-based creole language widely used as a lingua franca across the Solomon Islands.
  • 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: Tongan language group
Triple: [Austronesian languages, hasSubfamily, Tongan language group]
Generated description
The Tongan language group is a subgroup of Polynesian languages within the Austronesian family, centered on the Tongan language and closely related varieties spoken in and around Tonga.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tongan language group
Target entity description: The Tongan language group is a subgroup of Polynesian languages within the Austronesian family, centered on the Tongan language and closely related varieties spoken in and around Tonga.
  • A. Tokelauan language group
    The Tokelauan language group is a small Polynesian subgroup of the Austronesian language family, primarily spoken in Tokelau and closely related to other Polynesian languages.
  • B. Rapa Nui language
    The Rapa Nui language is a Polynesian language spoken by the indigenous people of Easter Island, known for its close relation to other Eastern Polynesian languages and its role in preserving the island’s unique cultural heritage.
  • C. Mangarevan language group
    The Mangarevan language group is a subgroup of Polynesian languages spoken primarily in the Gambier Islands of French Polynesia, closely related to other Eastern Polynesian languages.
  • D. Sranan Tongo
    Sranan Tongo is an English- and Dutch-influenced creole language originating in Suriname, widely used as a lingua franca among its diverse ethnic communities.
  • E. Solomon Islands Pijin
    Solomon Islands Pijin is an English-based creole language widely used as a lingua franca across the Solomon Islands.
  • 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_69a254bca59881909a15e1496f1508c7 completed Feb. 28, 2026, 2:36 a.m.
NER Named-entity recognition batch_69a25be47ea881909c296b30a0d47a65 completed Feb. 28, 2026, 3:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69a32bc5d56c8190bbe922eee86bcc58 completed Feb. 28, 2026, 5:54 p.m.
NEDg Description generation batch_69a32c3933988190b570bcd442b7095e completed Feb. 28, 2026, 5:56 p.m.
NED2 Entity disambiguation (via description) batch_69a32cbc7db08190a94e1ac4d35ca257 completed Feb. 28, 2026, 5:58 p.m.
Created at: Feb. 28, 2026, 2:44 a.m.