Triple
T14642071
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Back to School |
E343748
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Steven Kampmann
Steven Kampmann is an American actor, writer, and director best known for his work on the sitcom "Newhart" and for co-writing several 1980s comedy films.
|
E1118642
|
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: Steven Kampmann | Statement: [Back to School, screenwriter, Steven Kampmann]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Steven Kampmann Context triple: [Back to School, screenwriter, Steven Kampmann]
-
A.
Gunnar Nelson
Gunnar Nelson is an Icelandic mixed martial artist and Brazilian jiu-jitsu specialist known for his grappling-focused fighting style in the UFC.
-
B.
Gunnar Nelson
Gunnar Nelson is an American musician best known as the co-lead vocalist and guitarist of the rock band Nelson, which he formed with his twin brother Matthew.
-
C.
Jo Coenen
Jo Coenen is a prominent Dutch architect and urban planner known for major cultural and public projects in the Netherlands and abroad.
-
D.
Nate Marquardt
Nate Marquardt is an American mixed martial artist and former UFC middleweight title challenger known for his well-rounded skills and long career in major MMA promotions.
-
E.
Mike Cerrone
Mike Cerrone is an American screenwriter and actor best known for his collaborations with the Farrelly brothers on comedy films such as "Me, Myself & Irene."
- 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: Steven Kampmann Triple: [Back to School, screenwriter, Steven Kampmann]
Generated description
Steven Kampmann is an American actor, writer, and director best known for his work on the sitcom "Newhart" and for co-writing several 1980s comedy films.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Steven Kampmann Target entity description: Steven Kampmann is an American actor, writer, and director best known for his work on the sitcom "Newhart" and for co-writing several 1980s comedy films.
-
A.
Gunnar Nelson
Gunnar Nelson is an Icelandic mixed martial artist and Brazilian jiu-jitsu specialist known for his grappling-focused fighting style in the UFC.
-
B.
Gunnar Nelson
Gunnar Nelson is an American musician best known as the co-lead vocalist and guitarist of the rock band Nelson, which he formed with his twin brother Matthew.
-
C.
Jo Coenen
Jo Coenen is a prominent Dutch architect and urban planner known for major cultural and public projects in the Netherlands and abroad.
-
D.
Nate Marquardt
Nate Marquardt is an American mixed martial artist and former UFC middleweight title challenger known for his well-rounded skills and long career in major MMA promotions.
-
E.
Mike Cerrone
Mike Cerrone is an American screenwriter and actor best known for his collaborations with the Farrelly brothers on comedy films such as "Me, Myself & Irene."
- 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_69d822e1a2cc81908e5bb93cf61ce3cc |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb4e80aa48190884bab800f357106 |
completed | April 14, 2026, 9:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe0cdc54a881909d9ea43c26b9d5ef |
completed | May 8, 2026, 4:18 p.m. |
| NEDg | Description generation | batch_69fe18ccedd88190885014bf950eef8b |
completed | May 8, 2026, 5:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe198dc49c8190a0ddf6272ba79b47 |
completed | May 8, 2026, 5:12 p.m. |
Created at: April 10, 2026, 1:26 a.m.