Triple
T18260311
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Samuel Z. Arkoff |
E437331
|
entity |
| Predicate | child |
P120
|
FINISHED |
| Object |
Lou Arkoff
Lou Arkoff is an American film producer known for continuing the low-budget, genre-focused filmmaking legacy of his father, legendary producer Samuel Z. Arkoff.
|
E1477435
|
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: Lou Arkoff | Statement: [Samuel Z. Arkoff, child, Lou Arkoff]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lou Arkoff Context triple: [Samuel Z. Arkoff, child, Lou Arkoff]
-
A.
Lou Breslow
Lou Breslow was an American screenwriter and director best known for his work on Hollywood comedies from the 1930s through the 1950s.
-
B.
Joseph Liebgott
Joseph Liebgott was a paratrooper and rifleman in Easy Company of the U.S. Army’s 101st Airborne Division during World War II, known from the book and miniseries "Band of Brothers."
-
C.
Allen Boretz
Allen Boretz was an American playwright and screenwriter best known for his work in mid-20th-century theater and film comedies.
-
D.
Leon Feldhendler
Leon Feldhendler was a Polish Jewish resistance leader and Holocaust survivor best known for co-organizing the 1943 prisoner uprising at the Sobibor extermination camp.
-
E.
Arnold Manoff
Arnold Manoff was an American screenwriter who worked in film and television and was blacklisted during the McCarthy era.
- 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: Lou Arkoff Triple: [Samuel Z. Arkoff, child, Lou Arkoff]
Generated description
Lou Arkoff is an American film producer known for continuing the low-budget, genre-focused filmmaking legacy of his father, legendary producer Samuel Z. Arkoff.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lou Arkoff Target entity description: Lou Arkoff is an American film producer known for continuing the low-budget, genre-focused filmmaking legacy of his father, legendary producer Samuel Z. Arkoff.
-
A.
Lou Breslow
Lou Breslow was an American screenwriter and director best known for his work on Hollywood comedies from the 1930s through the 1950s.
-
B.
Joseph Liebgott
Joseph Liebgott was a paratrooper and rifleman in Easy Company of the U.S. Army’s 101st Airborne Division during World War II, known from the book and miniseries "Band of Brothers."
-
C.
Allen Boretz
Allen Boretz was an American playwright and screenwriter best known for his work in mid-20th-century theater and film comedies.
-
D.
Leon Feldhendler
Leon Feldhendler was a Polish Jewish resistance leader and Holocaust survivor best known for co-organizing the 1943 prisoner uprising at the Sobibor extermination camp.
-
E.
Arnold Manoff
Arnold Manoff was an American screenwriter who worked in film and television and was blacklisted during the McCarthy era.
- 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_69d8b913351c8190932b6a426de04b41 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4ff7591b4819083f2b29d60298747 |
completed | April 19, 2026, 4:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a099eba359c81909d95e777205be974 |
completed | May 17, 2026, 10:55 a.m. |
| NEDg | Description generation | batch_6a099f592488819098c54b433ce5e67e |
completed | May 17, 2026, 10:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09a033f5108190b8000934050ad55e |
completed | May 17, 2026, 11:02 a.m. |
Created at: April 10, 2026, 10:34 a.m.