Triple
T8382123
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | CSI: Cyber |
E197715
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Brody Nelson
Brody Nelson is a young, reformed black-hat hacker who joins the FBI’s cyber crime division as a key team member in the television series CSI: Cyber.
|
E729524
|
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: Brody Nelson | Statement: [CSI: Cyber, mainCharacter, Brody Nelson]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Brody Nelson Context triple: [CSI: Cyber, mainCharacter, Brody Nelson]
-
A.
Brody Smith
Brody Smith is an actor known for playing the character Pugsley Addams in an adaptation of "The Addams Family."
-
B.
Brody Brown
Brody Brown is an American songwriter, producer, and multi-instrumentalist best known for his extensive work with Bruno Mars and contributions to numerous contemporary R&B and pop hits.
-
C.
Lucas Burch
Lucas Burch is a duplicitous, irresponsible lover and would-be father in William Faulkner’s *Light in August*, known for abandoning Lena Grove and repeatedly trying to evade his obligations.
-
D.
Cody Gifford
Cody Gifford is an American television producer and screenwriter, best known as the son of Hall of Fame football player and broadcaster Frank Gifford and television host Kathie Lee Gifford.
-
E.
Matthew Nelson
Matthew Nelson is an American musician best known as one half of the twin brother rock duo Nelson and as a son of rock and roll star Ricky Nelson.
- 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: Brody Nelson Triple: [CSI: Cyber, mainCharacter, Brody Nelson]
Generated description
Brody Nelson is a young, reformed black-hat hacker who joins the FBI’s cyber crime division as a key team member in the television series CSI: Cyber.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Brody Nelson Target entity description: Brody Nelson is a young, reformed black-hat hacker who joins the FBI’s cyber crime division as a key team member in the television series CSI: Cyber.
-
A.
Brody Smith
Brody Smith is an actor known for playing the character Pugsley Addams in an adaptation of "The Addams Family."
-
B.
Brody Brown
Brody Brown is an American songwriter, producer, and multi-instrumentalist best known for his extensive work with Bruno Mars and contributions to numerous contemporary R&B and pop hits.
-
C.
Lucas Burch
Lucas Burch is a duplicitous, irresponsible lover and would-be father in William Faulkner’s *Light in August*, known for abandoning Lena Grove and repeatedly trying to evade his obligations.
-
D.
Cody Gifford
Cody Gifford is an American television producer and screenwriter, best known as the son of Hall of Fame football player and broadcaster Frank Gifford and television host Kathie Lee Gifford.
-
E.
Matthew Nelson
Matthew Nelson is an American musician best known as one half of the twin brother rock duo Nelson and as a son of rock and roll star Ricky Nelson.
- 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_69ca82f64c188190af4e1608036b865d |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb80dc96048190887d7df8bce5c1fd |
completed | March 31, 2026, 8:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cde814816481909bcc3b11fa5a1367 |
completed | April 2, 2026, 3:52 a.m. |
| NEDg | Description generation | batch_69cdeb2209908190a9c2b7258295561e |
completed | April 2, 2026, 4:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cdec53410c8190b4c5e412922801dd |
completed | April 2, 2026, 4:10 a.m. |
Created at: March 30, 2026, 6:02 p.m.