Triple

T6783418
Position Surface form Disambiguated ID Type / Status
Subject Prime Minister of Tonga E155739 entity
Predicate officeHoldersInclude P537 FINISHED
Object ʻUlukālala Lavaka Ata
ʻUlukālala Lavaka Ata, also known as Prince Siaosi (George) Tupou V, was a Tongan royal who served as the country’s prime minister before later becoming king.
E621374 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: ʻUlukālala Lavaka Ata | Statement: [Prime Minister of Tonga, officeHoldersInclude, ʻUlukālala Lavaka Ata]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ʻUlukālala Lavaka Ata
Context triple: [Prime Minister of Tonga, officeHoldersInclude, ʻUlukālala Lavaka Ata]
  • A. Tuʻi Haʻatakalaua
    Tuʻi Haʻatakalaua was a historic Tongan royal title denoting one of the principal dynastic lines that shared or alternated supreme authority in the pre-modern Tongan kingdom.
  • B. Taupulega
    Taupulega is the traditional village council system that governs local affairs and decision-making in the atolls of Tokelau.
  • C. Saufatu Sopoanga
    Saufatu Sopoanga was a Tuvaluan politician who served as Prime Minister and played a key role in representing his low-lying island nation in international climate change discussions.
  • D. Tēvita Tuʻivakano
    Tēvita Tuʻivakano is a Tongan noble and politician who served as the Prime Minister of Tonga in the early 2010s, playing a key role during the country’s transition toward greater democratic governance.
  • E. Mataʻafa Mulinuʻu II
    Mataʻafa Mulinuʻu II was a prominent Samoan chief and statesman who served as the country's first Prime Minister after independence, playing a key role in shaping modern Samoa's political landscape.
  • 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: ʻUlukālala Lavaka Ata
Triple: [Prime Minister of Tonga, officeHoldersInclude, ʻUlukālala Lavaka Ata]
Generated description
ʻUlukālala Lavaka Ata, also known as Prince Siaosi (George) Tupou V, was a Tongan royal who served as the country’s prime minister before later becoming king.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ʻUlukālala Lavaka Ata
Target entity description: ʻUlukālala Lavaka Ata, also known as Prince Siaosi (George) Tupou V, was a Tongan royal who served as the country’s prime minister before later becoming king.
  • A. Tuʻi Haʻatakalaua
    Tuʻi Haʻatakalaua was a historic Tongan royal title denoting one of the principal dynastic lines that shared or alternated supreme authority in the pre-modern Tongan kingdom.
  • B. Taupulega
    Taupulega is the traditional village council system that governs local affairs and decision-making in the atolls of Tokelau.
  • C. Saufatu Sopoanga
    Saufatu Sopoanga was a Tuvaluan politician who served as Prime Minister and played a key role in representing his low-lying island nation in international climate change discussions.
  • D. Tēvita Tuʻivakano
    Tēvita Tuʻivakano is a Tongan noble and politician who served as the Prime Minister of Tonga in the early 2010s, playing a key role during the country’s transition toward greater democratic governance.
  • E. Mataʻafa Mulinuʻu II
    Mataʻafa Mulinuʻu II was a prominent Samoan chief and statesman who served as the country's first Prime Minister after independence, playing a key role in shaping modern Samoa's political landscape.
  • 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_69c688162bf8819088b664b5c3b5be7a completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d289958481908ad4f9467a107083 completed March 27, 2026, 6:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69c723c9b1cc81908f38f203acb86002 completed March 28, 2026, 12:41 a.m.
NEDg Description generation batch_69c724d740588190a4ed1aa532ee7335 completed March 28, 2026, 12:46 a.m.
NED2 Entity disambiguation (via description) batch_69c725aedfd0819097ae603cc49ff9a8 completed March 28, 2026, 12:49 a.m.
Created at: March 27, 2026, 2:14 p.m.