Triple
T20294573
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tarantula |
E510113
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Robert M. Fresco
Robert M. Fresco was an American screenwriter best known for his work on mid-20th-century science fiction and horror films.
|
E1422405
|
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: Robert M. Fresco | Statement: [Tarantula, screenwriter, Robert M. Fresco]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robert M. Fresco Context triple: [Tarantula, screenwriter, Robert M. Fresco]
-
A.
Rainer M. Blair
Rainer M. Blair is an American business executive best known for serving as president and chief executive officer of the global science and technology company Danaher Corporation.
-
B.
James D. Stern
James D. Stern is an American film producer and director known for backing a range of acclaimed independent and genre films, as well as documentaries.
-
C.
Robert G. Heft
Robert G. Heft was an American designer best known for creating the 50-star version of the United States flag while still a high school student.
-
D.
John D. Porcari
John D. Porcari is an American public official and transportation expert who served in senior leadership roles at the U.S. Department of Transportation and in state-level transportation agencies.
-
E.
Robert M. Weitman
Robert M. Weitman was an American film producer active in mid-20th-century Hollywood, known for overseeing a range of studio features and genre films.
- 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: Robert M. Fresco Triple: [Tarantula, screenwriter, Robert M. Fresco]
Generated description
Robert M. Fresco was an American screenwriter best known for his work on mid-20th-century science fiction and horror films.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Robert M. Fresco Target entity description: Robert M. Fresco was an American screenwriter best known for his work on mid-20th-century science fiction and horror films.
-
A.
Rainer M. Blair
Rainer M. Blair is an American business executive best known for serving as president and chief executive officer of the global science and technology company Danaher Corporation.
-
B.
James D. Stern
James D. Stern is an American film producer and director known for backing a range of acclaimed independent and genre films, as well as documentaries.
-
C.
Robert G. Heft
Robert G. Heft was an American designer best known for creating the 50-star version of the United States flag while still a high school student.
-
D.
John D. Porcari
John D. Porcari is an American public official and transportation expert who served in senior leadership roles at the U.S. Department of Transportation and in state-level transportation agencies.
-
E.
Robert M. Weitman
Robert M. Weitman was an American film producer active in mid-20th-century Hollywood, known for overseeing a range of studio features and genre films.
- 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_69e0b4c652388190b782cad965e5a098 |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6770714c4819080e3256325747ebf |
completed | April 20, 2026, 6:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a085a32754c8190a5370068e15e907b |
completed | May 16, 2026, 11:51 a.m. |
| NEDg | Description generation | batch_6a085ac5b5f4819083c4d12e9cabc758 |
completed | May 16, 2026, 11:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a085bc0781c81909fc53a83291badc0 |
completed | May 16, 2026, 11:57 a.m. |
Created at: April 16, 2026, 11:13 a.m.