Triple

T1360572
Position Surface form Disambiguated ID Type / Status
Subject Tonga E29089 entity
Predicate officialLanguage P236 FINISHED
Object Tongan
Tongan is an Austronesian language spoken primarily in the Kingdom of Tonga and among Tongan communities abroad.
 E29089 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 | Statement: [Tonga, officialLanguage, Tongan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tongan
Context triple: [Tonga, officialLanguage, Tongan]
  • A. Tonga
    Tonga is a Polynesian island nation in the South Pacific Ocean known for being a constitutional monarchy and the only Pacific island country never fully colonized by a foreign power.
  • B. Samoa
    Samoa is an island nation in the South Pacific Ocean known for its Polynesian culture, tropical landscapes, and status as an independent parliamentary democracy.
  • C. Cook Islands
    The Cook Islands is a self-governing island country in free association with New Zealand, located in the South Pacific Ocean and known for its coral atolls, Polynesian culture, and tourism-based economy.
  • D. Tuvalu
    Tuvalu is a small Polynesian island nation in the Pacific Ocean known for its low-lying atolls, vulnerability to sea-level rise, and status as one of the world’s least populous countries.
  • E. Tokelau
    Tokelau is a remote New Zealand-administered territory in the South Pacific Ocean, consisting of three small coral atolls known for their Polynesian culture and vulnerable low-lying environment.
  • 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
Triple: [Tonga, officialLanguage, Tongan]
Generated description
Tongan is an Austronesian language spoken primarily in the Kingdom of Tonga and among Tongan communities abroad.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tongan
Target entity description: Tongan is an Austronesian language spoken primarily in the Kingdom of Tonga and among Tongan communities abroad.
  • A. Tonga chosen
    Tonga is a Polynesian island nation in the South Pacific Ocean known for being a constitutional monarchy and the only Pacific island country never fully colonized by a foreign power.
  • B. Samoa
    Samoa is an island nation in the South Pacific Ocean known for its Polynesian culture, tropical landscapes, and status as an independent parliamentary democracy.
  • C. Cook Islands
    The Cook Islands is a self-governing island country in free association with New Zealand, located in the South Pacific Ocean and known for its coral atolls, Polynesian culture, and tourism-based economy.
  • D. Tuvalu
    Tuvalu is a small Polynesian island nation in the Pacific Ocean known for its low-lying atolls, vulnerability to sea-level rise, and status as one of the world’s least populous countries.
  • E. Tokelau
    Tokelau is a remote New Zealand-administered territory in the South Pacific Ocean, consisting of three small coral atolls known for their Polynesian culture and vulnerable low-lying environment.
  • F. None of above.

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_69a498d77abc8190913bf57e5f51d2c4 completed March 1, 2026, 7:51 p.m.
NER Named-entity recognition batch_69a4c2b156b081909c99ada70a969fc0 completed March 1, 2026, 10:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69b1de5dc6e88190beda5545a2e2f84c completed March 11, 2026, 9:27 p.m.
NEDg Description generation batch_69b1e6eb23a08190845b80e711c56cb7 completed March 11, 2026, 10:04 p.m.
NED2 Entity disambiguation (via description) batch_69b1e75daa7c8190af420ff3458923ae completed March 11, 2026, 10:06 p.m.
Created at: March 1, 2026, 7:56 p.m.