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.