Triple
T11678391
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Act of Violence |
E277551
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Robert L. Richards
Robert L. Richards was an American screenwriter known for his work in mid-20th-century film and radio, including notable crime and noir dramas.
|
E1309913
|
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 L. Richards | Statement: [Act of Violence, screenwriter, Robert L. Richards]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robert L. Richards Context triple: [Act of Violence, screenwriter, Robert L. Richards]
-
A.
Robert H. Richards
Robert H. Richards was a prominent American mining engineer and metallurgist known for pioneering work in ore dressing and mineral processing.
-
B.
Richard N. Richards
Richard N. Richards is a former NASA astronaut and U.S. Navy captain who flew on multiple Space Shuttle missions in the late 1980s and early 1990s.
-
C.
John C. Richards
John C. Richards is an American screenwriter best known for co-writing the dark comedy film "Nurse Betty."
-
D.
Robert N. Fitch
Robert N. Fitch was a composer best known for writing the University of California fight song "Fight for California."
-
E.
Joel J. Richard
Joel J. Richard is a film composer best known for co-scoring high-octane action movies, including entries in the John Wick franchise.
- 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 L. Richards Triple: [Act of Violence, screenwriter, Robert L. Richards]
Generated description
Robert L. Richards was an American screenwriter known for his work in mid-20th-century film and radio, including notable crime and noir dramas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Robert L. Richards Target entity description: Robert L. Richards was an American screenwriter known for his work in mid-20th-century film and radio, including notable crime and noir dramas.
-
A.
Robert H. Richards
Robert H. Richards was a prominent American mining engineer and metallurgist known for pioneering work in ore dressing and mineral processing.
-
B.
Richard N. Richards
Richard N. Richards is a former NASA astronaut and U.S. Navy captain who flew on multiple Space Shuttle missions in the late 1980s and early 1990s.
-
C.
John C. Richards
John C. Richards is an American screenwriter best known for co-writing the dark comedy film "Nurse Betty."
-
D.
Robert N. Fitch
Robert N. Fitch was a composer best known for writing the University of California fight song "Fight for California."
-
E.
Joel J. Richard
Joel J. Richard is a film composer best known for co-scoring high-octane action movies, including entries in the John Wick franchise.
- 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_69d6aafd0a448190b44da30af8c6c519 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8a46000a48190888ad1a6ade052e3 |
completed | April 10, 2026, 7:18 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a038f9d1da08190b4e2f851518ab90b |
completed | May 12, 2026, 8:37 p.m. |
| NEDg | Description generation | batch_6a03913ef29c8190a9655dba88a8ce8a |
completed | May 12, 2026, 8:44 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03925c322081909d435251e869194d |
completed | May 12, 2026, 8:49 p.m. |
Created at: April 8, 2026, 9:40 p.m.