Triple
T8494575
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | R. Giskard Reventlov |
E201064
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object |
Han Fastolfe
Han Fastolfe is a prominent Spacer roboticist and politician in Isaac Asimov’s Robot series, known for his pioneering work on positronic robots and influence on interstellar politics.
|
E737321
|
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: Han Fastolfe | Statement: [R. Giskard Reventlov, associatedWith, Han Fastolfe]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Han Fastolfe Context triple: [R. Giskard Reventlov, associatedWith, Han Fastolfe]
-
A.
Hugo Drax
Hugo Drax is the wealthy, megalomaniacal villain in the James Bond franchise who masterminds a genocidal space-based plot in the novel and film "Moonraker."
-
B.
Dr. Abraham Erskine
Dr. Abraham Erskine is a brilliant scientist in the Marvel universe best known for creating the Super-Soldier Serum that transformed Steve Rogers into Captain America.
-
C.
Albert Stark
Albert Stark is the timid, unlucky sheep farmer protagonist of the comedy Western film "A Million Ways to Die in the West," portrayed by Seth MacFarlane.
-
D.
Ben Decter
Ben Decter is a television and film composer known for scoring series such as the action-comedy drama "Lethal Weapon."
-
E.
Tom Hallion
Tom Hallion is a veteran Major League Baseball umpire known for his long career and distinctive strike call.
- 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: Han Fastolfe Triple: [R. Giskard Reventlov, associatedWith, Han Fastolfe]
Generated description
Han Fastolfe is a prominent Spacer roboticist and politician in Isaac Asimov’s Robot series, known for his pioneering work on positronic robots and influence on interstellar politics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Han Fastolfe Target entity description: Han Fastolfe is a prominent Spacer roboticist and politician in Isaac Asimov’s Robot series, known for his pioneering work on positronic robots and influence on interstellar politics.
-
A.
Hugo Drax
Hugo Drax is the wealthy, megalomaniacal villain in the James Bond franchise who masterminds a genocidal space-based plot in the novel and film "Moonraker."
-
B.
Dr. Abraham Erskine
Dr. Abraham Erskine is a brilliant scientist in the Marvel universe best known for creating the Super-Soldier Serum that transformed Steve Rogers into Captain America.
-
C.
Albert Stark
Albert Stark is the timid, unlucky sheep farmer protagonist of the comedy Western film "A Million Ways to Die in the West," portrayed by Seth MacFarlane.
-
D.
Ben Decter
Ben Decter is a television and film composer known for scoring series such as the action-comedy drama "Lethal Weapon."
-
E.
Tom Hallion
Tom Hallion is a veteran Major League Baseball umpire known for his long career and distinctive strike call.
- 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_69ca831ee390819095fae73400bbfafc |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe57c01f881908cb77c8c834ac08d |
completed | March 31, 2026, 3:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce3a6117988190b8c667d4263f3e86 |
completed | April 2, 2026, 9:44 a.m. |
| NEDg | Description generation | batch_69ce3d0323248190a076a209df98c96c |
completed | April 2, 2026, 9:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce3d7909f48190a46f58fca75d7740 |
completed | April 2, 2026, 9:57 a.m. |
Created at: March 30, 2026, 6:13 p.m.