Triple
T11684055
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Brooke Hayward |
E277693
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Michael Thomas
Michael Thomas is an American actor and writer best known for his marriage to actress and author Brooke Hayward.
|
E940751
|
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: Michael Thomas | Statement: [Brooke Hayward, spouse, Michael Thomas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Michael Thomas Context triple: [Brooke Hayward, spouse, Michael Thomas]
-
A.
Larry Fitzgerald
Larry Fitzgerald is a former NFL wide receiver, best known for his prolific career with the Arizona Cardinals and status as one of the most productive and respected receivers in league history.
-
B.
Dez Bryant
Dez Bryant is a former NFL wide receiver best known for his Pro Bowl career with the Dallas Cowboys.
-
C.
Emmitt Thomas
Emmitt Thomas is a Hall of Fame American football cornerback and coach best known for his standout career with the Kansas City Chiefs.
-
D.
Antwaan Randle El
Antwaan Randle El is a former NFL wide receiver and return specialist, best known for his versatile playmaking with the Pittsburgh Steelers, including throwing a touchdown pass in their Super Bowl XL victory.
-
E.
Byron Pringle
Byron Pringle is an American professional football wide receiver and return specialist who has played in the NFL, including winning a Super Bowl with the Kansas City Chiefs.
- 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: Michael Thomas Triple: [Brooke Hayward, spouse, Michael Thomas]
Generated description
Michael Thomas is an American actor and writer best known for his marriage to actress and author Brooke Hayward.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Michael Thomas Target entity description: Michael Thomas is an American actor and writer best known for his marriage to actress and author Brooke Hayward.
-
A.
Larry Fitzgerald
Larry Fitzgerald is a former NFL wide receiver, best known for his prolific career with the Arizona Cardinals and status as one of the most productive and respected receivers in league history.
-
B.
Dez Bryant
Dez Bryant is a former NFL wide receiver best known for his Pro Bowl career with the Dallas Cowboys.
-
C.
Emmitt Thomas
Emmitt Thomas is a Hall of Fame American football cornerback and coach best known for his standout career with the Kansas City Chiefs.
-
D.
Antwaan Randle El
Antwaan Randle El is a former NFL wide receiver and return specialist, best known for his versatile playmaking with the Pittsburgh Steelers, including throwing a touchdown pass in their Super Bowl XL victory.
-
E.
Byron Pringle
Byron Pringle is an American professional football wide receiver and return specialist who has played in the NFL, including winning a Super Bowl with the Kansas City Chiefs.
- 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_69d6aafe02d881909900d54ad7d4af84 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8a463f6448190a4c8e1651a2bd905 |
completed | April 10, 2026, 7:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ef142269d08190a9e5cf8d6268168b |
completed | April 27, 2026, 7:45 a.m. |
| NEDg | Description generation | batch_69ef35527f908190b681afdae3aec319 |
completed | April 27, 2026, 10:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ef51ec07ec8190b5cd97cf909388f0 |
completed | April 27, 2026, 12:09 p.m. |
Created at: April 8, 2026, 9:40 p.m.