Triple

T1958007
Position Surface form Disambiguated ID Type / Status
Subject Penny Marshall E42313 entity
Predicate father P120 FINISHED
Object Anthony W. Marshall
Anthony W. Marshall was an American film and television producer and director, best known for his work on popular sitcoms and as the father of actress-director Penny Marshall.
E332737 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: Anthony W. Marshall | Statement: [Penny Marshall, father, Anthony W. Marshall]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Anthony W. Marshall
Context triple: [Penny Marshall, father, Anthony W. Marshall]
  • A. Alan S. Boyd
    Alan S. Boyd was an American lawyer and public official who became the first U.S. Secretary of Transportation, helping to shape national transportation policy in the late 1960s.
  • B. Michael P. Shawver
    Michael P. Shawver is a film editor known for his frequent collaborations with director Ryan Coogler on acclaimed films such as Fruitvale Station, Creed, and Black Panther.
  • C. James A. Abrahamson
    James A. Abrahamson is a retired U.S. Air Force lieutenant general and aerospace engineer best known for directing NASA’s Space Shuttle program and leading the Strategic Defense Initiative Organization in the 1980s.
  • D. Stephen T. Early
    Stephen T. Early was a prominent American government official and longtime press secretary to President Franklin D. Roosevelt who later became the first U.S. Deputy Secretary of Defense.
  • E. Samuel J. Crawford
    Samuel J. Crawford was the third governor of Kansas, a Civil War officer, and a prominent 19th-century political figure in the state.
  • 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: Anthony W. Marshall
Triple: [Penny Marshall, father, Anthony W. Marshall]
Generated description
Anthony W. Marshall was an American film and television producer and director, best known for his work on popular sitcoms and as the father of actress-director Penny Marshall.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Anthony W. Marshall
Target entity description: Anthony W. Marshall was an American film and television producer and director, best known for his work on popular sitcoms and as the father of actress-director Penny Marshall.
  • A. Alan S. Boyd
    Alan S. Boyd was an American lawyer and public official who became the first U.S. Secretary of Transportation, helping to shape national transportation policy in the late 1960s.
  • B. Michael P. Shawver
    Michael P. Shawver is a film editor known for his frequent collaborations with director Ryan Coogler on acclaimed films such as Fruitvale Station, Creed, and Black Panther.
  • C. James A. Abrahamson
    James A. Abrahamson is a retired U.S. Air Force lieutenant general and aerospace engineer best known for directing NASA’s Space Shuttle program and leading the Strategic Defense Initiative Organization in the 1980s.
  • D. Stephen T. Early
    Stephen T. Early was a prominent American government official and longtime press secretary to President Franklin D. Roosevelt who later became the first U.S. Deputy Secretary of Defense.
  • E. Samuel J. Crawford
    Samuel J. Crawford was the third governor of Kansas, a Civil War officer, and a prominent 19th-century political figure in the state.
  • 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_69a8870eea088190a38781990812a9bc completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb37e21cc8190b6e13b86bc93d594 completed March 7, 2026, 5:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69b235511e848190897493ab54d2f198 completed March 12, 2026, 3:38 a.m.
NEDg Description generation batch_69b2365f20dc819081b8d2beccc31c19 completed March 12, 2026, 3:43 a.m.
NED2 Entity disambiguation (via description) batch_69b237397e14819093a7192d28c59ad1 completed March 12, 2026, 3:47 a.m.
Created at: March 4, 2026, 7:36 p.m.