Triple
T350683
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ann Dunham |
E7435
|
entity |
| Predicate | child |
P120
|
FINISHED |
| Object |
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.
|
E44907
|
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: Maya Soetoro-Ng | Statement: [Ann Dunham, child, Maya Soetoro-Ng]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maya Soetoro-Ng Context triple: [Ann Dunham, child, Maya Soetoro-Ng]
-
A.
Marina Chin
Marina Chin is a former Malaysian national hurdler and prominent sports figure who gained recognition for her achievements in athletics and her role in major national sporting events.
-
B.
Anne Lie
Anne Lie is a notable individual who carries the Norwegian surname Lie, recognized among its distinguished bearers.
-
C.
Cynthia Maung
Cynthia Maung is a Burmese physician and human rights activist renowned for founding the Mae Tao Clinic on the Thai-Myanmar border to provide healthcare for refugees and displaced people.
-
D.
Elizabeth Pomada
Elizabeth Pomada is an American author and historian best known for popularizing San Francisco’s colorful Victorian houses through her influential work on the “Painted Ladies.”
-
E.
Lynn Petra Alexander
Lynn Petra Alexander is the birth name of Lynn Margulis, the influential American biologist best known for her work on the endosymbiotic theory of eukaryotic cell evolution.
- 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: Maya Soetoro-Ng Triple: [Ann Dunham, child, Maya Soetoro-Ng]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Maya Soetoro-Ng Target entity description: 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.
-
A.
Marina Chin
Marina Chin is a former Malaysian national hurdler and prominent sports figure who gained recognition for her achievements in athletics and her role in major national sporting events.
-
B.
Anne Lie
Anne Lie is a notable individual who carries the Norwegian surname Lie, recognized among its distinguished bearers.
-
C.
Cynthia Maung
Cynthia Maung is a Burmese physician and human rights activist renowned for founding the Mae Tao Clinic on the Thai-Myanmar border to provide healthcare for refugees and displaced people.
-
D.
Elizabeth Pomada
Elizabeth Pomada is an American author and historian best known for popularizing San Francisco’s colorful Victorian houses through her influential work on the “Painted Ladies.”
-
E.
Lynn Petra Alexander
Lynn Petra Alexander is the birth name of Lynn Margulis, the influential American biologist best known for her work on the endosymbiotic theory of eukaryotic cell evolution.
- 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_69a3dd33a50c8190846d19c24eb74039 |
completed | March 1, 2026, 6:31 a.m. |
| NEDg | Description generation | batch_69a3ddca8d3c8190b5baafe999a26b58 |
completed | March 1, 2026, 6:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3de7f9b28819099cfe7c55a8168f0 |
completed | March 1, 2026, 6:36 a.m. |
Created at: Feb. 28, 2026, 1:08 p.m.