Triple
T6628479
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | nm0817762 |
E149860
|
entity |
| Predicate | alsoKnownAs |
P39
|
FINISHED |
| Object |
John Speshock
John Speshock is an individual credited in film and television production, known primarily for behind-the-scenes work in the entertainment industry.
|
E606613
|
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: John Speshock | Statement: [nm0817762, alsoKnownAs, John Speshock]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Speshock Context triple: [nm0817762, alsoKnownAs, John Speshock]
-
A.
John Speshock Jr.
John Speshock Jr., better known as John Spencer, was an American actor acclaimed for his Emmy-winning role as Leo McGarry on the television series "The West Wing."
-
B.
Sam Spewack
Sam Spewack was an American playwright and screenwriter best known for his collaborations with his wife Bella Spewack on Broadway musicals such as "Kiss Me, Kate."
-
C.
Nick Wasicsko
Nick Wasicsko was a young Yonkers, New York mayor known for his pivotal and contentious role in implementing federally mandated public housing desegregation in the late 1980s.
-
D.
Jack Kehler
Jack Kehler was an American character actor known for his quirky supporting roles in films and television, including appearances in works like The Big Lebowski and Men in Black II.
-
E.
Tom Schaul
Tom Schaul is a machine learning researcher known for his contributions to deep reinforcement learning, including co-developing the Dueling DQN architecture.
- 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: John Speshock Triple: [nm0817762, alsoKnownAs, John Speshock]
Generated description
John Speshock is an individual credited in film and television production, known primarily for behind-the-scenes work in the entertainment industry.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John Speshock Target entity description: John Speshock is an individual credited in film and television production, known primarily for behind-the-scenes work in the entertainment industry.
-
A.
John Speshock Jr.
John Speshock Jr., better known as John Spencer, was an American actor acclaimed for his Emmy-winning role as Leo McGarry on the television series "The West Wing."
-
B.
Sam Spewack
Sam Spewack was an American playwright and screenwriter best known for his collaborations with his wife Bella Spewack on Broadway musicals such as "Kiss Me, Kate."
-
C.
Nick Wasicsko
Nick Wasicsko was a young Yonkers, New York mayor known for his pivotal and contentious role in implementing federally mandated public housing desegregation in the late 1980s.
-
D.
Jack Kehler
Jack Kehler was an American character actor known for his quirky supporting roles in films and television, including appearances in works like The Big Lebowski and Men in Black II.
-
E.
Tom Schaul
Tom Schaul is a machine learning researcher known for his contributions to deep reinforcement learning, including co-developing the Dueling DQN architecture.
- 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_69c687ee50048190aa151765bef16193 |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c6afa4a08481908cb5a554f388f32a |
completed | March 27, 2026, 4:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6e44f5f9c819088cfb4fd87887766 |
completed | March 27, 2026, 8:10 p.m. |
| NEDg | Description generation | batch_69c6e55028ac8190b2bde6637981195c |
completed | March 27, 2026, 8:15 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6e5eacefc819092d0e9f79d90c4a6 |
completed | March 27, 2026, 8:17 p.m. |
Created at: March 27, 2026, 1:59 p.m.