Triple
T545491
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | D. B. Weiss |
E12722
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Andrea Troyer
Andrea Troyer is an American writer and editor known for her work in publishing and for being married to television producer and writer D. B. Weiss.
|
E183805
|
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 Troyer | Statement: [D. B. Weiss, spouse, Andrea Troyer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Andrea Troyer Context triple: [D. B. Weiss, spouse, Andrea Troyer]
-
A.
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.
-
B.
Tracy Wolfson
Tracy Wolfson is an American sportscaster best known as a longtime CBS Sports sideline reporter for NFL and college basketball coverage.
-
C.
Tracy Stevens
Tracy Stevens is best known as the wife of American basketball coach and executive Brad Stevens.
-
D.
Danielle Spencer
Danielle Spencer is an Australian actress and singer-songwriter best known for her work in film and music as well as her long-term relationship with actor Russell Crowe.
-
E.
Lindsay Roy
Lindsay Roy is a Scottish Labour politician and former Member of Parliament who represented the Glenrothes constituency in the UK Parliament.
- 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 Troyer Triple: [D. B. Weiss, spouse, Andrea Troyer]
Generated description
Andrea Troyer is an American writer and editor known for her work in publishing and for being married to television producer and writer D. B. Weiss.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Andrea Troyer Target entity description: Andrea Troyer is an American writer and editor known for her work in publishing and for being married to television producer and writer D. B. Weiss.
-
A.
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.
-
B.
Tracy Wolfson
Tracy Wolfson is an American sportscaster best known as a longtime CBS Sports sideline reporter for NFL and college basketball coverage.
-
C.
Tracy Stevens
Tracy Stevens is best known as the wife of American basketball coach and executive Brad Stevens.
-
D.
Danielle Spencer
Danielle Spencer is an Australian actress and singer-songwriter best known for her work in film and music as well as her long-term relationship with actor Russell Crowe.
-
E.
Lindsay Roy
Lindsay Roy is a Scottish Labour politician and former Member of Parliament who represented the Glenrothes constituency in the UK Parliament.
- 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_69a49334226c81908b0ea1689ef6aa3f |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a498dfec5c81908b76d723b30dc2f0 |
completed | March 1, 2026, 7:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad5897c8488190b5266a04150f81de |
completed | March 8, 2026, 11:08 a.m. |
| NEDg | Description generation | batch_69ad59640ea88190b5f7de530cb98931 |
completed | March 8, 2026, 11:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad5a40bbbc819094910d0edf73be9f |
completed | March 8, 2026, 11:15 a.m. |
Created at: March 1, 2026, 7:32 p.m.