Triple
T350685
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ann Dunham |
E7435
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Lolo Soetoro
Lolo Soetoro was an Indonesian geographer and government official best known as the stepfather of U.S. President Barack Obama.
|
E44998
|
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: Lolo Soetoro | Statement: [Ann Dunham, spouse, Lolo Soetoro]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lolo Soetoro Context triple: [Ann Dunham, spouse, Lolo Soetoro]
-
A.
Amir Sjarifuddin
Amir Sjarifuddin was an Indonesian nationalist leader, socialist politician, and former prime minister who played a key role in the early years of Indonesia’s struggle for independence.
-
B.
Maya Soetoro-Ng
Maya Soetoro-Ng is an Indonesian-born American educator and writer best known as the maternal half-sister of former U.S. President Barack Obama.
-
C.
Shalin Zulkifli
Shalin Zulkifli is a Malaysian ten-pin bowling champion renowned for her numerous international titles and contributions to the sport in Malaysia.
-
D.
Sutan Sjahrir
Sutan Sjahrir was an Indonesian nationalist intellectual and the country’s first prime minister, known for his diplomatic leadership during the struggle for independence from Dutch colonial rule.
-
E.
Nur Herman Majid
Nur Herman Majid is a Malaysian former hurdler best known for lighting the cauldron at the 1998 Commonwealth Games in Kuala Lumpur.
- 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: Lolo Soetoro Triple: [Ann Dunham, spouse, Lolo Soetoro]
Generated description
Lolo Soetoro was an Indonesian geographer and government official best known as the stepfather of U.S. President Barack Obama.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lolo Soetoro Target entity description: Lolo Soetoro was an Indonesian geographer and government official best known as the stepfather of U.S. President Barack Obama.
-
A.
Amir Sjarifuddin
Amir Sjarifuddin was an Indonesian nationalist leader, socialist politician, and former prime minister who played a key role in the early years of Indonesia’s struggle for independence.
-
B.
Maya Soetoro-Ng
Maya Soetoro-Ng is an Indonesian-born American educator and writer best known as the maternal half-sister of former U.S. President Barack Obama.
-
C.
Shalin Zulkifli
Shalin Zulkifli is a Malaysian ten-pin bowling champion renowned for her numerous international titles and contributions to the sport in Malaysia.
-
D.
Sutan Sjahrir
Sutan Sjahrir was an Indonesian nationalist intellectual and the country’s first prime minister, known for his diplomatic leadership during the struggle for independence from Dutch colonial rule.
-
E.
Nur Herman Majid
Nur Herman Majid is a Malaysian former hurdler best known for lighting the cauldron at the 1998 Commonwealth Games in Kuala Lumpur.
- 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_69a2e7e696948190bebc966535995e45 |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2eb1f028c819098fa6480b4ca5cf0 |
completed | Feb. 28, 2026, 1:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3e0165b6481909345301df3f2144d |
completed | March 1, 2026, 6:43 a.m. |
| NEDg | Description generation | batch_69a3e07452388190a8162c327c76185b |
completed | March 1, 2026, 6:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3e17d43f4819081500e106d3973e9 |
completed | March 1, 2026, 6:49 a.m. |
Created at: Feb. 28, 2026, 1:08 p.m.