Triple
T15301775
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | David D. Friedman |
E365805
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | Future Imperfect |
E452765
|
NE FINISHED |
How this triple was built (2 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: Future Imperfect | Statement: [David D. Friedman, notableWork, Future Imperfect]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Future Imperfect Context triple: [David D. Friedman, notableWork, Future Imperfect]
-
A.
Future Imperfect
chosen
Future Imperfect is a classic Marvel Comics Hulk storyline set in a dystopian future where an older, tyrannical version of the Hulk known as the Maestro rules the world and confronts his younger self.
-
B.
Future Past
Future Past is a studio album by English new wave band Duran Duran that blends their classic synth-pop sound with contemporary production and collaborations.
-
C.
In the Future
"In the Future" is a critically acclaimed 2008 progressive rock and psychedelic album by the Canadian band Black Mountain, noted for its expansive, heavy sound and atmospheric compositions.
-
D.
Future Man
Future Man is a sci-fi comedy television series about a janitor and avid gamer who is recruited by mysterious visitors to save the world after beating an unbeatable video game.
-
E.
No Future in the Past
"No Future in the Past" is a country song by Vince Gill featured on his acclaimed 1992 album *I Still Believe in You*.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d85a113ee881908e297a1d38dd79fa |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e0368869f8819098cf9e7801e37548 |
completed | April 16, 2026, 1:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69feef8513a08190b2d2a7dde85dd43d |
completed | May 9, 2026, 8:25 a.m. |
Created at: April 10, 2026, 3:15 a.m.