Triple
T14766149
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Necessary Roughness |
E347000
|
entity |
| Predicate | hasCharacter |
P2308
|
FINISHED |
| Object |
Marshall Pittman
Marshall Pittman is a powerful, manipulative media mogul and team owner whose influence drives much of the drama in the TV series "Necessary Roughness."
|
E1142703
|
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: Marshall Pittman | Statement: [Necessary Roughness, hasCharacter, Marshall Pittman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marshall Pittman Context triple: [Necessary Roughness, hasCharacter, Marshall Pittman]
-
A.
Burley Mitchell
Burley Mitchell is a former Chief Justice of the North Carolina Supreme Court and a prominent American jurist.
-
B.
Marshall Pease
Marshall Pease is a computer scientist best known for co-authoring the seminal paper that introduced the Byzantine Generals Problem in distributed computing and fault tolerance.
-
C.
Narvel Felts
Narvel Felts is an American country music singer known for his smooth vocal style and a string of hits in the 1970s, including his popular cover of "Funny How Time Slips Away."
-
D.
Allan Shivers
Allan Shivers was a mid-20th-century American politician who served as governor of Texas and was influential in the state's conservative Democratic politics.
-
E.
Frank Trigg
Frank Trigg is an American mixed martial artist and former UFC welterweight title challenger known for his high-profile bouts in the early 2000s.
- 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: Marshall Pittman Triple: [Necessary Roughness, hasCharacter, Marshall Pittman]
Generated description
Marshall Pittman is a powerful, manipulative media mogul and team owner whose influence drives much of the drama in the TV series "Necessary Roughness."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marshall Pittman Target entity description: Marshall Pittman is a powerful, manipulative media mogul and team owner whose influence drives much of the drama in the TV series "Necessary Roughness."
-
A.
Burley Mitchell
Burley Mitchell is a former Chief Justice of the North Carolina Supreme Court and a prominent American jurist.
-
B.
Marshall Pease
Marshall Pease is a computer scientist best known for co-authoring the seminal paper that introduced the Byzantine Generals Problem in distributed computing and fault tolerance.
-
C.
Narvel Felts
Narvel Felts is an American country music singer known for his smooth vocal style and a string of hits in the 1970s, including his popular cover of "Funny How Time Slips Away."
-
D.
Allan Shivers
Allan Shivers was a mid-20th-century American politician who served as governor of Texas and was influential in the state's conservative Democratic politics.
-
E.
Frank Trigg
Frank Trigg is an American mixed martial artist and former UFC welterweight title challenger known for his high-profile bouts in the early 2000s.
- 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_69d822e8896c819091169882f9b20486 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69dec7f576c881909da70627f5897c94 |
completed | April 14, 2026, 11:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fed318aa908190a59b0def01a9cb16 |
completed | May 9, 2026, 6:24 a.m. |
| NEDg | Description generation | batch_69fed3d50d688190a05f8245142edbe4 |
completed | May 9, 2026, 6:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fed42af9bc81909655adf2056f3bf7 |
completed | May 9, 2026, 6:28 a.m. |
Created at: April 10, 2026, 1:30 a.m.