Triple
T9967059
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Turturro |
E195708
|
entity |
| Predicate | playedCharacter |
P1507
|
FINISHED |
| Object |
Herb Stempel
Herb Stempel was a real-life quiz show contestant and whistleblower whose exposure of rigged television game shows in the 1950s helped spark a major national scandal.
|
E836667
|
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: Herb Stempel | Statement: [John Turturro, playedCharacter, Herb Stempel]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Herb Stempel Context triple: [John Turturro, playedCharacter, Herb Stempel]
-
A.
Herb Streicher
Herb Streicher, better known by his stage name Harry Reems, was a prominent American adult film actor most famous for his role in the 1972 pornographic film "Deep Throat."
-
B.
Harold Huber
Harold Huber was an American character actor known for his prolific work in 1930s and 1940s Hollywood films, often portraying suave or villainous supporting roles.
-
C.
Wilm Hosenfeld
Wilm Hosenfeld was a German Wehrmacht officer known for secretly helping and ultimately saving Polish Jews, most famously the pianist Władysław Szpilman, during World War II.
-
D.
George Boemler
George Boemler was a film editor known for his work on classic Hollywood productions, including the musical comedy "High Society."
-
E.
Vern Schillinger
Vern Schillinger is a fictional white supremacist prison leader and one of the primary antagonists on the HBO series "Oz," portrayed by actor J.K. Simmons.
- 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: Herb Stempel Triple: [John Turturro, playedCharacter, Herb Stempel]
Generated description
Herb Stempel was a real-life quiz show contestant and whistleblower whose exposure of rigged television game shows in the 1950s helped spark a major national scandal.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Herb Stempel Target entity description: Herb Stempel was a real-life quiz show contestant and whistleblower whose exposure of rigged television game shows in the 1950s helped spark a major national scandal.
-
A.
Herb Streicher
Herb Streicher, better known by his stage name Harry Reems, was a prominent American adult film actor most famous for his role in the 1972 pornographic film "Deep Throat."
-
B.
Harold Huber
Harold Huber was an American character actor known for his prolific work in 1930s and 1940s Hollywood films, often portraying suave or villainous supporting roles.
-
C.
Wilm Hosenfeld
Wilm Hosenfeld was a German Wehrmacht officer known for secretly helping and ultimately saving Polish Jews, most famously the pianist Władysław Szpilman, during World War II.
-
D.
George Boemler
George Boemler was a film editor known for his work on classic Hollywood productions, including the musical comedy "High Society."
-
E.
Vern Schillinger
Vern Schillinger is a fictional white supremacist prison leader and one of the primary antagonists on the HBO series "Oz," portrayed by actor J.K. Simmons.
- 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_69ca82ebd1288190912f9e4482d1fa35 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdb71dc50081909329722dc087c9f6 |
completed | April 2, 2026, 12:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d281e1eb848190b898e36ec9821228 |
completed | April 5, 2026, 3:38 p.m. |
| NEDg | Description generation | batch_69d282fd10248190a1a0b4573b2065ae |
completed | April 5, 2026, 3:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d283d0e1748190a0c65bbaa8e8348e |
completed | April 5, 2026, 3:46 p.m. |
Created at: March 30, 2026, 8:47 p.m.