Triple
T2461589
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Paper Towns |
E54545
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Marty Bowen
Marty Bowen is an American film and television producer known for co-founding Temple Hill Entertainment and producing popular adaptations such as "The Fault in Our Stars" and "Twilight."
|
E268536
|
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: Marty Bowen | Statement: [Paper Towns, producer, Marty Bowen]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marty Bowen Context triple: [Paper Towns, producer, Marty Bowen]
-
A.
Marty Lyons
Marty Lyons is a former American football defensive lineman best known as a key member of the New York Jets' famed "New York Sack Exchange" pass-rushing unit in the late 1970s and early 1980s.
-
B.
Don Airey
Don Airey is an English rock keyboardist best known for his work with Deep Purple and numerous other prominent hard rock and heavy metal acts.
-
C.
Lawrie Langer
Lawrie Langer is an individual notable enough to be recognized as a prominent bearer of the surname Langer.
-
D.
Noel Chiappa
Noel Chiappa is a computer scientist and Internet pioneer known for his early work on networking protocols and contributions to the development of the Internet architecture.
-
E.
Brock Bond
Brock Bond is an American former professional baseball infielder who played in the San Francisco Giants organization after a standout college career at the University of Missouri.
- 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: Marty Bowen Triple: [Paper Towns, producer, Marty Bowen]
Generated description
Marty Bowen is an American film and television producer known for co-founding Temple Hill Entertainment and producing popular adaptations such as "The Fault in Our Stars" and "Twilight."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marty Bowen Target entity description: Marty Bowen is an American film and television producer known for co-founding Temple Hill Entertainment and producing popular adaptations such as "The Fault in Our Stars" and "Twilight."
-
A.
Marty Lyons
Marty Lyons is a former American football defensive lineman best known as a key member of the New York Jets' famed "New York Sack Exchange" pass-rushing unit in the late 1970s and early 1980s.
-
B.
Don Airey
Don Airey is an English rock keyboardist best known for his work with Deep Purple and numerous other prominent hard rock and heavy metal acts.
-
C.
Lawrie Langer
Lawrie Langer is an individual notable enough to be recognized as a prominent bearer of the surname Langer.
-
D.
Noel Chiappa
Noel Chiappa is a computer scientist and Internet pioneer known for his early work on networking protocols and contributions to the development of the Internet architecture.
-
E.
Brock Bond
Brock Bond is an American former professional baseball infielder who played in the San Francisco Giants organization after a standout college career at the University of Missouri.
- 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_69ab49dee84c819096b50a0049c347ac |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abd11c47408190b10c7f6a151f2db2 |
completed | March 7, 2026, 7:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aef0d2b2748190b12611863d8bf4ad |
completed | March 9, 2026, 4:09 p.m. |
| NEDg | Description generation | batch_69aef3f1fb9481909748308457e6e3df |
completed | March 9, 2026, 4:23 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69aef8398fd08190821e9503c01af80a |
completed | March 9, 2026, 4:41 p.m. |
Created at: March 6, 2026, 9:44 p.m.