Triple
T8391699
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Melissa Rauch |
E197957
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Winston Rauch
Winston Rauch is an American screenwriter and producer best known for co-writing and producing projects with his wife, actress Melissa Rauch.
|
E732388
|
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: Winston Rauch | Statement: [Melissa Rauch, spouse, Winston Rauch]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Winston Rauch Context triple: [Melissa Rauch, spouse, Winston Rauch]
-
A.
Max Novendstern
Max Novendstern is an entrepreneur best known as a co-founder of the cryptocurrency and digital identity project Worldcoin.
-
B.
Andrew VanWyngarden
Andrew VanWyngarden is an American musician best known as the lead vocalist, guitarist, and co-founder of the psychedelic pop band MGMT.
-
C.
Jason Gedrick
Jason Gedrick is an American actor best known for his breakout role in 1980s action films and later work in television dramas such as "Murder One" and "Boomtown."
-
D.
Ben Straub
Ben Straub is a software developer and technical author best known for co-authoring the widely used Git reference book "Pro Git."
-
E.
Matt Kaufmann
Matt Kaufmann is a computer scientist best known for his work on automated theorem proving and the ACL2 theorem prover, often in collaboration with J Strother Moore.
- 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: Winston Rauch Triple: [Melissa Rauch, spouse, Winston Rauch]
Generated description
Winston Rauch is an American screenwriter and producer best known for co-writing and producing projects with his wife, actress Melissa Rauch.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Winston Rauch Target entity description: Winston Rauch is an American screenwriter and producer best known for co-writing and producing projects with his wife, actress Melissa Rauch.
-
A.
Max Novendstern
Max Novendstern is an entrepreneur best known as a co-founder of the cryptocurrency and digital identity project Worldcoin.
-
B.
Andrew VanWyngarden
Andrew VanWyngarden is an American musician best known as the lead vocalist, guitarist, and co-founder of the psychedelic pop band MGMT.
-
C.
Jason Gedrick
Jason Gedrick is an American actor best known for his breakout role in 1980s action films and later work in television dramas such as "Murder One" and "Boomtown."
-
D.
Ben Straub
Ben Straub is a software developer and technical author best known for co-authoring the widely used Git reference book "Pro Git."
-
E.
Matt Kaufmann
Matt Kaufmann is a computer scientist best known for his work on automated theorem proving and the ACL2 theorem prover, often in collaboration with J Strother Moore.
- 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_69ca82f749388190bffbea6dfb509016 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb810e16b081908e2c25bfb9d590ed |
completed | March 31, 2026, 8:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce02d5e0648190b33011c2ddca4ad3 |
completed | April 2, 2026, 5:47 a.m. |
| NEDg | Description generation | batch_69ce077f25648190b9a95fb72f5b4f8c |
completed | April 2, 2026, 6:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce08e192088190ad8170b1bedd568d |
completed | April 2, 2026, 6:12 a.m. |
Created at: March 30, 2026, 6:03 p.m.