Triple
T4465396
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Prime Minister of Tuvalu |
E98364
|
entity |
| Predicate | officeHoldersInclude |
P537
|
FINISHED |
| Object |
Maatia Toafa
Maatia Toafa is a Tuvaluan politician who has twice served as the country's prime minister and has held several other key government positions.
|
E441507
|
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: Maatia Toafa | Statement: [Prime Minister of Tuvalu, officeHoldersInclude, Maatia Toafa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maatia Toafa Context triple: [Prime Minister of Tuvalu, officeHoldersInclude, Maatia Toafa]
-
A.
Tito Melema
Tito Melema is a charming yet morally weak young Greek scholar whose opportunism and betrayal drive much of the psychological and ethical drama in George Eliot’s novel "Romola."
-
B.
Yigal Allon
Yigal Allon was an Israeli military commander, Palmach leader, and politician who served in senior government roles, including acting prime minister.
-
C.
Itamar Rabinovich
Itamar Rabinovich is an Israeli historian, diplomat, and former ambassador to the United States, known for his scholarship on the modern Middle East and leadership roles in Israeli academia and public affairs.
-
D.
Moshe Peretz
Moshe Peretz is an Israeli singer, songwriter, and composer known for his popular Mizrahi and pop music hits.
-
E.
Rafael Eitan
Rafael Eitan was an Israeli general and Chief of Staff of the Israel Defense Forces who played a central role in several key military operations and wars involving Israel.
- 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: Maatia Toafa Triple: [Prime Minister of Tuvalu, officeHoldersInclude, Maatia Toafa]
Generated description
Maatia Toafa is a Tuvaluan politician who has twice served as the country's prime minister and has held several other key government positions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Maatia Toafa Target entity description: Maatia Toafa is a Tuvaluan politician who has twice served as the country's prime minister and has held several other key government positions.
-
A.
Tito Melema
Tito Melema is a charming yet morally weak young Greek scholar whose opportunism and betrayal drive much of the psychological and ethical drama in George Eliot’s novel "Romola."
-
B.
Yigal Allon
Yigal Allon was an Israeli military commander, Palmach leader, and politician who served in senior government roles, including acting prime minister.
-
C.
Itamar Rabinovich
Itamar Rabinovich is an Israeli historian, diplomat, and former ambassador to the United States, known for his scholarship on the modern Middle East and leadership roles in Israeli academia and public affairs.
-
D.
Moshe Peretz
Moshe Peretz is an Israeli singer, songwriter, and composer known for his popular Mizrahi and pop music hits.
-
E.
Rafael Eitan
Rafael Eitan was an Israeli general and Chief of Staff of the Israel Defense Forces who played a central role in several key military operations and wars involving Israel.
- 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_69b3454a7c608190944f5455c8031d73 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b35697937c8190b91f72d9e4f945f6 |
completed | March 13, 2026, 12:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b6285164b081908f144e74ae3a1be8 |
completed | March 15, 2026, 3:32 a.m. |
| NEDg | Description generation | batch_69b62954b77c8190968f844514656415 |
completed | March 15, 2026, 3:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b62a0cd92c8190a9eee2a9d73fb679 |
completed | March 15, 2026, 3:39 a.m. |
Created at: March 12, 2026, 11:34 p.m.