Triple
T17293017
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Martin Raff |
E419834
|
entity |
| Predicate | coAuthor |
P398
|
FINISHED |
| Object |
Keith Roberts
Keith Roberts is a biologist and author known for his contributions to cell biology and molecular biology textbooks, including collaborative works with Martin Raff.
|
E1259801
|
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: Keith Roberts | Statement: [Martin Raff, coAuthor, Keith Roberts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Keith Roberts Context triple: [Martin Raff, coAuthor, Keith Roberts]
-
A.
Kenneth A. Roberts
Kenneth A. Roberts was an American Democratic politician who served as a U.S. Representative from Alabama in the mid-20th century.
-
B.
Russell Patterson
Russell Patterson is an American conductor best known for his leadership roles with major U.S. orchestras, including serving as music director of the Kansas City Symphony.
-
C.
Patrick Wendell
Patrick Wendell is a co-founder of Databricks and a key contributor to the Apache Spark ecosystem.
-
D.
Rand Brooks
Rand Brooks was an American film and television actor best known for his roles in classic Hollywood productions such as "Gone with the Wind" and numerous Westerns.
-
E.
E. Stanley Crawford
E. Stanley Crawford was a prominent American cardiovascular surgeon and academic known for his pioneering work in aortic surgery and contributions to vascular and thoracic surgical techniques.
- 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: Keith Roberts Triple: [Martin Raff, coAuthor, Keith Roberts]
Generated description
Keith Roberts is a biologist and author known for his contributions to cell biology and molecular biology textbooks, including collaborative works with Martin Raff.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Keith Roberts Target entity description: Keith Roberts is a biologist and author known for his contributions to cell biology and molecular biology textbooks, including collaborative works with Martin Raff.
-
A.
Kenneth A. Roberts
Kenneth A. Roberts was an American Democratic politician who served as a U.S. Representative from Alabama in the mid-20th century.
-
B.
Russell Patterson
Russell Patterson is an American conductor best known for his leadership roles with major U.S. orchestras, including serving as music director of the Kansas City Symphony.
-
C.
Patrick Wendell
Patrick Wendell is a co-founder of Databricks and a key contributor to the Apache Spark ecosystem.
-
D.
Rand Brooks
Rand Brooks was an American film and television actor best known for his roles in classic Hollywood productions such as "Gone with the Wind" and numerous Westerns.
-
E.
E. Stanley Crawford
E. Stanley Crawford was a prominent American cardiovascular surgeon and academic known for his pioneering work in aortic surgery and contributions to vascular and thoracic surgical techniques.
- 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_69d886db32608190a61e18862c5a8af6 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e43785383881908ec61ddf5e2193cf |
completed | April 19, 2026, 2:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01795b0c5881909b304e556986d504 |
completed | May 11, 2026, 6:38 a.m. |
| NEDg | Description generation | batch_6a0179b89744819095cdae1831c38d10 |
completed | May 11, 2026, 6:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a017a0d6b848190bd306cf2f588543d |
completed | May 11, 2026, 6:41 a.m. |
Created at: April 10, 2026, 5:40 a.m.