Triple

T10676906
Position Surface form Disambiguated ID Type / Status
Subject Lookin' to Get Out E251643 entity
Predicate screenwriter P2831 FINISHED
Object Al Schwartz
Al Schwartz is a screenwriter best known for his work on the 1982 comedy film "Lookin' to Get Out."
E880059 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: Al Schwartz | Statement: [Lookin' to Get Out, screenwriter, Al Schwartz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Al Schwartz
Context triple: [Lookin' to Get Out, screenwriter, Al Schwartz]
  • A. Robert Schwartz
    Robert Schwartz is known as the brother of famed American actor Tony Curtis.
  • B. Douglas Schwartz
    Douglas Schwartz is a film producer known for his work on the inspirational biographical drama "Soul Surfer."
  • C. Ben Karlin
    Ben Karlin is an American television writer and producer best known for his work on The Daily Show and The Colbert Report.
  • D. John Schulian
    John Schulian is an American writer and television producer best known for co-creating the hit fantasy-adventure series "Xena: Warrior Princess."
  • E. Glenn Berger
    Glenn Berger is an American screenwriter best known for co-writing major animated films such as the Kung Fu Panda series.
  • 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: Al Schwartz
Triple: [Lookin' to Get Out, screenwriter, Al Schwartz]
Generated description
Al Schwartz is a screenwriter best known for his work on the 1982 comedy film "Lookin' to Get Out."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Al Schwartz
Target entity description: Al Schwartz is a screenwriter best known for his work on the 1982 comedy film "Lookin' to Get Out."
  • A. Robert Schwartz
    Robert Schwartz is known as the brother of famed American actor Tony Curtis.
  • B. Douglas Schwartz
    Douglas Schwartz is a film producer known for his work on the inspirational biographical drama "Soul Surfer."
  • C. Ben Karlin
    Ben Karlin is an American television writer and producer best known for his work on The Daily Show and The Colbert Report.
  • D. John Schulian
    John Schulian is an American writer and television producer best known for co-creating the hit fantasy-adventure series "Xena: Warrior Princess."
  • E. Glenn Berger
    Glenn Berger is an American screenwriter best known for co-writing major animated films such as the Kung Fu Panda series.
  • 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_69d6aa5b0d2881909584b20efc5877f0 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6fb9563908190a69cf4bd2c24fd2f completed April 9, 2026, 1:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69d998bfc27c8190a9d3e77fbe544a6d completed April 11, 2026, 12:41 a.m.
NEDg Description generation batch_69d99e8312188190bec3090f34a7b9b9 completed April 11, 2026, 1:06 a.m.
NED2 Entity disambiguation (via description) batch_69d99f50e0888190b8e7b2547e1526af completed April 11, 2026, 1:09 a.m.
Created at: April 8, 2026, 9:09 p.m.