Triple
T22556218
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Teenage Mutant Ninja Turtles (1990 film) |
E557690
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Todd W. Langen
Todd W. Langen is an American screenwriter best known for co-writing the hit live-action film adaptations of the Teenage Mutant Ninja Turtles in the early 1990s.
|
E1543394
|
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: Todd W. Langen | Statement: [Teenage Mutant Ninja Turtles (1990 film), screenwriter, Todd W. Langen]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Todd W. Langen Context triple: [Teenage Mutant Ninja Turtles (1990 film), screenwriter, Todd W. Langen]
-
A.
Brian L. Hinman
Brian L. Hinman is an American technology entrepreneur and executive best known for co-founding multiple communications companies, including Polycom, and pioneering advances in voice and video conferencing.
-
B.
Craig A. Stough
Craig A. Stough is an American local government leader who serves as the mayor of Sylvania, Ohio.
-
C.
Scott R. Dunlap
Scott R. Dunlap was an American film producer and director active during the early to mid-20th century, known for his work on numerous Westerns and crime dramas.
-
D.
Mark C. Eshleman
Mark C. Eshleman is a music video director best known for his work with the band Twenty One Pilots, including several of their most popular videos.
-
E.
Scott L. Klug
Scott L. Klug is an American Republican politician and former U.S. Representative from Wisconsin.
- 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: Todd W. Langen Triple: [Teenage Mutant Ninja Turtles (1990 film), screenwriter, Todd W. Langen]
Generated description
Todd W. Langen is an American screenwriter best known for co-writing the hit live-action film adaptations of the Teenage Mutant Ninja Turtles in the early 1990s.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Todd W. Langen Target entity description: Todd W. Langen is an American screenwriter best known for co-writing the hit live-action film adaptations of the Teenage Mutant Ninja Turtles in the early 1990s.
-
A.
Brian L. Hinman
Brian L. Hinman is an American technology entrepreneur and executive best known for co-founding multiple communications companies, including Polycom, and pioneering advances in voice and video conferencing.
-
B.
Craig A. Stough
Craig A. Stough is an American local government leader who serves as the mayor of Sylvania, Ohio.
-
C.
Scott R. Dunlap
Scott R. Dunlap was an American film producer and director active during the early to mid-20th century, known for his work on numerous Westerns and crime dramas.
-
D.
Mark C. Eshleman
Mark C. Eshleman is a music video director best known for his work with the band Twenty One Pilots, including several of their most popular videos.
-
E.
Scott L. Klug
Scott L. Klug is an American Republican politician and former U.S. Representative from Wisconsin.
- 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_6a0b2d6700548190aa5be562944ee8fd |
completed | May 18, 2026, 3:16 p.m. |
| NEDg | Description generation | batch_6a0b364718308190937c3b7ae90ea9df |
completed | May 18, 2026, 3:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b37a1ecc08190ac89e862582833a0 |
completed | May 18, 2026, 4 p.m. |
Created at: April 16, 2026, 8:52 p.m.