Triple
T4098061
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marks |
E87869
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Robert B. Marks
Robert B. Marks is a writer and commentator best known for his work on video game culture and the history of the Warcraft franchise.
|
E527118
|
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 B. Marks | Statement: [Marks, hasNotableBearer, Robert B. Marks]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robert B. Marks Context triple: [Marks, hasNotableBearer, Robert B. Marks]
-
A.
James L. Massey
James L. Massey was an American information theorist and cryptographer known for his fundamental contributions to coding theory, stream ciphers, and the development of the Berlekamp–Massey algorithm.
-
B.
Ronald W. Browne
Ronald W. Browne is a film cinematographer best known for his work on the comedy western "Three Amigos."
-
C.
Robert N. Fitch
Robert N. Fitch was a composer best known for writing the University of California fight song "Fight for California."
-
D.
Roland A. Madden
Roland A. Madden is an atmospheric scientist best known for co-identifying the Madden–Julian Oscillation, a major pattern of tropical intraseasonal climate variability.
-
E.
Robert L. Stewart
Robert L. Stewart is a former NASA astronaut and U.S. Army brigadier general best known as one of the first astronauts to perform an untethered spacewalk using the Manned Maneuvering Unit.
- 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 B. Marks Triple: [Marks, hasNotableBearer, Robert B. Marks]
Generated description
Robert B. Marks is a writer and commentator best known for his work on video game culture and the history of the Warcraft franchise.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Robert B. Marks Target entity description: Robert B. Marks is a writer and commentator best known for his work on video game culture and the history of the Warcraft franchise.
-
A.
James L. Massey
James L. Massey was an American information theorist and cryptographer known for his fundamental contributions to coding theory, stream ciphers, and the development of the Berlekamp–Massey algorithm.
-
B.
Ronald W. Browne
Ronald W. Browne is a film cinematographer best known for his work on the comedy western "Three Amigos."
-
C.
Robert N. Fitch
Robert N. Fitch was a composer best known for writing the University of California fight song "Fight for California."
-
D.
Roland A. Madden
Roland A. Madden is an atmospheric scientist best known for co-identifying the Madden–Julian Oscillation, a major pattern of tropical intraseasonal climate variability.
-
E.
Robert L. Stewart
Robert L. Stewart is a former NASA astronaut and U.S. Army brigadier general best known as one of the first astronauts to perform an untethered spacewalk using the Manned Maneuvering Unit.
- 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_69aed94564cc8190a9c1457daedb6e7f |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefce017708190a4d33753fd32a7bb |
completed | March 9, 2026, 5:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bfd70b4a7c8190852503f31142562e |
completed | March 22, 2026, 11:48 a.m. |
| NEDg | Description generation | batch_69bfd78bf35881908d304accaec98c9b |
completed | March 22, 2026, 11:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bfd7dc86488190b73dd2aa18d205b3 |
completed | March 22, 2026, 11:51 a.m. |
Created at: March 9, 2026, 3:40 p.m.