Triple
T2143024
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | J.K. Simmons |
E47001
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Michelle Schumacher
Michelle Schumacher is an American actress, producer, and director known for her work in film and television and for being married to actor J.K. Simmons.
|
E236717
|
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: Michelle Schumacher | Statement: [J.K. Simmons, spouse, Michelle Schumacher]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Michelle Schumacher Context triple: [J.K. Simmons, spouse, Michelle Schumacher]
-
A.
Maximilian de Angelis
Maximilian de Angelis was an Austrian-born general who served in the German Wehrmacht during World War II, holding several high-level field commands on the Eastern Front.
-
B.
Martina Martini
Martina Martini is an individual notable for sharing the surname associated with the famous Martini brand or family name.
-
C.
Chrystal Macmillan
Chrystal Macmillan was a pioneering Scottish feminist, suffragist, and pacifist who became one of the first female law graduates from the University of Edinburgh and a leading advocate for women's rights and international peace.
-
D.
Mercedes Barcha
Mercedes Barcha was the longtime wife and muse of Nobel Prize–winning author Gabriel García Márquez, known for her steadfast support throughout his literary career.
-
E.
Nico Habermann
Nico Habermann was a German-American computer scientist known for his contributions to programming languages, operating systems, and software engineering, and for his influential academic leadership at Carnegie Mellon University.
- 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: Michelle Schumacher Triple: [J.K. Simmons, spouse, Michelle Schumacher]
Generated description
Michelle Schumacher is an American actress, producer, and director known for her work in film and television and for being married to actor J.K. Simmons.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Michelle Schumacher Target entity description: Michelle Schumacher is an American actress, producer, and director known for her work in film and television and for being married to actor J.K. Simmons.
-
A.
Maximilian de Angelis
Maximilian de Angelis was an Austrian-born general who served in the German Wehrmacht during World War II, holding several high-level field commands on the Eastern Front.
-
B.
Martina Martini
Martina Martini is an individual notable for sharing the surname associated with the famous Martini brand or family name.
-
C.
Chrystal Macmillan
Chrystal Macmillan was a pioneering Scottish feminist, suffragist, and pacifist who became one of the first female law graduates from the University of Edinburgh and a leading advocate for women's rights and international peace.
-
D.
Mercedes Barcha
Mercedes Barcha was the longtime wife and muse of Nobel Prize–winning author Gabriel García Márquez, known for her steadfast support throughout his literary career.
-
E.
Nico Habermann
Nico Habermann was a German-American computer scientist known for his contributions to programming languages, operating systems, and software engineering, and for his influential academic leadership at Carnegie Mellon University.
- 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_69a88a1933e0819094f18426ed74180f |
completed | March 4, 2026, 7:38 p.m. |
| NER | Named-entity recognition | batch_69abbe206db0819095772af5358dca55 |
completed | March 7, 2026, 5:56 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae51b63e4081908a5d87af5d17d3c4 |
completed | March 9, 2026, 4:51 a.m. |
| NEDg | Description generation | batch_69ae52d29d708190809ee4d5047b2755 |
completed | March 9, 2026, 4:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae532ec8808190b1ecd8c4f66df30d |
completed | March 9, 2026, 4:57 a.m. |
Created at: March 4, 2026, 7:44 p.m.