Triple

T23362156
Position Surface form Disambiguated ID Type / Status
Subject Wholly Moses! E593211 entity
Predicate screenwriter P2831 FINISHED
Object Fred Freeman
Fred Freeman was an American screenwriter known for his work on comedy films, including co-writing the biblical spoof "Wholly Moses!" and various other Hollywood projects.
E1584637 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: Fred Freeman | Statement: [Wholly Moses!, screenwriter, Fred Freeman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fred Freeman
Context triple: [Wholly Moses!, screenwriter, Fred Freeman]
  • A. Brenden Sims
    Brenden Sims is a child actor best known for playing Liam Gallagher on the U.S. television series "Shameless."
  • B. Mayo Simon
    Mayo Simon is an American screenwriter and playwright best known for his work on science fiction films and television, including the 1976 movie "Futureworld."
  • C. Freddy Freeman
    Freddy Freeman is a DC Comics superhero best known as a close friend and ally of Billy Batson who transforms into the hero Shazam Jr. (later known as Shazam/Freddy) as part of the Shazam Family.
  • D. Alphonse Ethier
    Alphonse Ethier was an early 20th-century American character actor who appeared in numerous silent and early sound films.
  • E. Raful
    Raful is the nickname of Rafael Eitan, a prominent Israeli general and politician who served as Chief of Staff of the Israel Defense Forces.
  • 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: Fred Freeman
Triple: [Wholly Moses!, screenwriter, Fred Freeman]
Generated description
Fred Freeman was an American screenwriter known for his work on comedy films, including co-writing the biblical spoof "Wholly Moses!" and various other Hollywood projects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fred Freeman
Target entity description: Fred Freeman was an American screenwriter known for his work on comedy films, including co-writing the biblical spoof "Wholly Moses!" and various other Hollywood projects.
  • A. Brenden Sims
    Brenden Sims is a child actor best known for playing Liam Gallagher on the U.S. television series "Shameless."
  • B. Mayo Simon
    Mayo Simon is an American screenwriter and playwright best known for his work on science fiction films and television, including the 1976 movie "Futureworld."
  • C. Freddy Freeman
    Freddy Freeman is a DC Comics superhero best known as a close friend and ally of Billy Batson who transforms into the hero Shazam Jr. (later known as Shazam/Freddy) as part of the Shazam Family.
  • D. Alphonse Ethier
    Alphonse Ethier was an early 20th-century American character actor who appeared in numerous silent and early sound films.
  • E. Raful
    Raful is the nickname of Rafael Eitan, a prominent Israeli general and politician who served as Chief of Staff of the Israel Defense Forces.
  • 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_69e25d24d2a4819092e6ede74c2a918d completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f1a0a8669c819098b88ae6712e3f88 completed April 29, 2026, 6:09 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c5dd5ca4881909453c262d6ab9b1a completed May 19, 2026, 12:55 p.m.
NEDg Description generation batch_6a0c61cdf14481909173cc65e16f2c82 completed May 19, 2026, 1:12 p.m.
NED2 Entity disambiguation (via description) batch_6a0c625b52248190ba3d59f42dd99da3 completed May 19, 2026, 1:15 p.m.
Created at: April 17, 2026, 5:30 p.m.