Triple
T10194468
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | FlashForward |
E238124
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Demetri Noh
Demetri Noh is a central FBI agent character in the science fiction television series "FlashForward," known for investigating a global blackout that reveals people's future visions.
|
E846578
|
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: Demetri Noh | Statement: [FlashForward, mainCharacter, Demetri Noh]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Demetri Noh Context triple: [FlashForward, mainCharacter, Demetri Noh]
-
A.
Ben Daimio
Ben Daimio is a former U.S. Marine turned scarred, resurrected field leader in the Hellboy universe’s B.P.R.D., known for his volatile temperament and hidden monstrous curse.
-
B.
Aaron Yoo
Aaron Yoo is an American actor known for his supporting roles in films like "Disturbia," "21," and "Nick and Norah's Infinite Playlist," as well as various television appearances.
-
C.
Shawn Hatosy
Shawn Hatosy is an American actor known for his roles in films like "Alpha Dog" and the TV series "Animal Kingdom."
-
D.
Dae Bennett
Dae Bennett is a Grammy-winning American recording engineer and producer, known for his work on high-profile jazz and pop albums and as the son of legendary singer Tony Bennett.
-
E.
Harvey Dong
Harvey Dong is an Asian American activist, scholar, and former member of the Asian American Political Alliance known for his role in the Asian American Movement and his work documenting Asian American history.
- 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: Demetri Noh Triple: [FlashForward, mainCharacter, Demetri Noh]
Generated description
Demetri Noh is a central FBI agent character in the science fiction television series "FlashForward," known for investigating a global blackout that reveals people's future visions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Demetri Noh Target entity description: Demetri Noh is a central FBI agent character in the science fiction television series "FlashForward," known for investigating a global blackout that reveals people's future visions.
-
A.
Ben Daimio
Ben Daimio is a former U.S. Marine turned scarred, resurrected field leader in the Hellboy universe’s B.P.R.D., known for his volatile temperament and hidden monstrous curse.
-
B.
Aaron Yoo
Aaron Yoo is an American actor known for his supporting roles in films like "Disturbia," "21," and "Nick and Norah's Infinite Playlist," as well as various television appearances.
-
C.
Shawn Hatosy
Shawn Hatosy is an American actor known for his roles in films like "Alpha Dog" and the TV series "Animal Kingdom."
-
D.
Dae Bennett
Dae Bennett is a Grammy-winning American recording engineer and producer, known for his work on high-profile jazz and pop albums and as the son of legendary singer Tony Bennett.
-
E.
Harvey Dong
Harvey Dong is an Asian American activist, scholar, and former member of the Asian American Political Alliance known for his role in the Asian American Movement and his work documenting Asian American history.
- 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_69ca84de1b208190bf17bb305b002605 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdedc7cc748190bceb8f657afcc054 |
completed | April 2, 2026, 4:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d317d3c1bc8190811b809aaf93a754 |
completed | April 6, 2026, 2:17 a.m. |
| NEDg | Description generation | batch_69d318a95450819086cd07610de39a55 |
completed | April 6, 2026, 2:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d319593c908190adc43bc2a213211f |
completed | April 6, 2026, 2:24 a.m. |
Created at: March 30, 2026, 9:13 p.m.