Triple
T22556219
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Teenage Mutant Ninja Turtles (1990 film) |
E557690
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Bobby Herbeck
Bobby Herbeck is an American screenwriter best known for co-writing the 1990 live-action film adaptation of Teenage Mutant Ninja Turtles.
|
E1547215
|
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: Bobby Herbeck | Statement: [Teenage Mutant Ninja Turtles (1990 film), screenwriter, Bobby Herbeck]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bobby Herbeck Context triple: [Teenage Mutant Ninja Turtles (1990 film), screenwriter, Bobby Herbeck]
-
A.
Bobby Holbrook
Bobby Holbrook is a cinematographer known for his work on the 2015 film "The Shelter."
-
B.
Bobby Glenn
Bobby Glenn is an American soul singer and songwriter best known for his 1970s work that has been widely sampled in hip-hop music.
-
C.
Bobby Hatfield
Bobby Hatfield was an American singer best known as one half of the blue-eyed soul duo The Righteous Brothers, renowned for his powerful tenor voice.
-
D.
Bobby Briggs
Bobby Briggs is a rebellious high school football player and troubled boyfriend in the mystery drama series "Twin Peaks."
-
E.
Bobby Schilling
Bobby Schilling was an American Republican politician and restaurateur who represented Illinois's 17th congressional district in the U.S. House of Representatives from 2011 to 2013.
- 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: Bobby Herbeck Triple: [Teenage Mutant Ninja Turtles (1990 film), screenwriter, Bobby Herbeck]
Generated description
Bobby Herbeck is an American screenwriter best known for co-writing the 1990 live-action film adaptation of Teenage Mutant Ninja Turtles.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bobby Herbeck Target entity description: Bobby Herbeck is an American screenwriter best known for co-writing the 1990 live-action film adaptation of Teenage Mutant Ninja Turtles.
-
A.
Bobby Holbrook
Bobby Holbrook is a cinematographer known for his work on the 2015 film "The Shelter."
-
B.
Bobby Glenn
Bobby Glenn is an American soul singer and songwriter best known for his 1970s work that has been widely sampled in hip-hop music.
-
C.
Bobby Hatfield
Bobby Hatfield was an American singer best known as one half of the blue-eyed soul duo The Righteous Brothers, renowned for his powerful tenor voice.
-
D.
Bobby Briggs
Bobby Briggs is a rebellious high school football player and troubled boyfriend in the mystery drama series "Twin Peaks."
-
E.
Bobby Schilling
Bobby Schilling was an American Republican politician and restaurateur who represented Illinois's 17th congressional district in the U.S. House of Representatives from 2011 to 2013.
- 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_69e11e59db848190b4272ecd2b690ffd |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15f7a4a3c81908fc87f48b6dcbbf7 |
completed | April 29, 2026, 1:31 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b584c91d881908d8928c11d465556 |
completed | May 18, 2026, 6:19 p.m. |
| NEDg | Description generation | batch_6a0b6f5b85548190bd54f5a13dd27c5d |
completed | May 18, 2026, 7:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b706cba28819091d40e7832e61f97 |
completed | May 18, 2026, 8:02 p.m. |
Created at: April 16, 2026, 8:52 p.m.