Triple
T16622591
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grant Gustin |
E403868
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Andrea "LA" Thoma
Andrea "LA" Thoma is a Malaysian-American physical therapist and fitness influencer best known for her marriage to actor Grant Gustin.
|
E1224019
|
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: Andrea "LA" Thoma | Statement: [Grant Gustin, spouse, Andrea "LA" Thoma]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Andrea "LA" Thoma Context triple: [Grant Gustin, spouse, Andrea "LA" Thoma]
-
A.
Andrea Thompson
Andrea Thompson is an American actress best known for her television roles on series such as "NYPD Blue" and "Babylon 5."
-
B.
Andrea Thompson
Andrea Thompson is best known as the mother of NBA player Tristan Thompson.
-
C.
Andrea Vaccaro
Andrea Vaccaro was a 17th-century Italian Baroque painter from Naples, known for his religious works that reflected the dramatic lighting and realism of Caravaggio’s style.
-
D.
Andrea Ammon
Andrea Ammon is a German physician and public health expert who serves as the director of the European Centre for Disease Prevention and Control, leading EU efforts in infectious disease surveillance and response.
-
E.
Andrea Faustino
Andrea Faustino is best known as the former wife of American actor David Faustino, who played Bud Bundy on the sitcom "Married... with Children."
- 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: Andrea "LA" Thoma Triple: [Grant Gustin, spouse, Andrea "LA" Thoma]
Generated description
Andrea "LA" Thoma is a Malaysian-American physical therapist and fitness influencer best known for her marriage to actor Grant Gustin.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Andrea "LA" Thoma Target entity description: Andrea "LA" Thoma is a Malaysian-American physical therapist and fitness influencer best known for her marriage to actor Grant Gustin.
-
A.
Andrea Thompson
Andrea Thompson is an American actress best known for her television roles on series such as "NYPD Blue" and "Babylon 5."
-
B.
Andrea Thompson
Andrea Thompson is best known as the mother of NBA player Tristan Thompson.
-
C.
Andrea Vaccaro
Andrea Vaccaro was a 17th-century Italian Baroque painter from Naples, known for his religious works that reflected the dramatic lighting and realism of Caravaggio’s style.
-
D.
Andrea Ammon
Andrea Ammon is a German physician and public health expert who serves as the director of the European Centre for Disease Prevention and Control, leading EU efforts in infectious disease surveillance and response.
-
E.
Andrea Faustino
Andrea Faustino is best known as the former wife of American actor David Faustino, who played Bud Bundy on the sitcom "Married... with Children."
- 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_69d883897eb481909eaaa088ba9918d9 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e3754f4f508190a5b4b8511623fcd4 |
completed | April 18, 2026, 12:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a007db4a9288190aea7db58bb379404 |
completed | May 10, 2026, 12:44 p.m. |
| NEDg | Description generation | batch_6a007e6507208190b3f32c05a2f647bd |
completed | May 10, 2026, 12:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a007f2cefa081908734a907da33a72f |
completed | May 10, 2026, 12:50 p.m. |
Created at: April 10, 2026, 5:17 a.m.