Triple
T2041765
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Charly |
E44760
|
entity |
| Predicate | basedOnAuthor |
P2806
|
FINISHED |
| Object |
Daniel Keyes
Daniel Keyes was an American author best known for his science fiction work "Flowers for Algernon," which explores themes of intelligence, identity, and human dignity.
|
E228096
|
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: Daniel Keyes | Statement: [Charly, basedOnAuthor, Daniel Keyes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Daniel Keyes Context triple: [Charly, basedOnAuthor, Daniel Keyes]
-
A.
Richard Matheson
Richard Matheson was an American author and screenwriter renowned for his influential works of horror, science fiction, and fantasy, including the novel "I Am Legend" and numerous classic "The Twilight Zone" episodes.
-
B.
Philip K. Dick
Philip K. Dick was an American science fiction author renowned for his philosophical, reality-bending stories that inspired numerous films, including the one on which "The Adjustment Bureau" is based.
-
C.
F. Paul Wilson
F. Paul Wilson is an American author best known for his science fiction, horror, and thriller novels, including the "Repairman Jack" series.
-
D.
Harlan Ellison
Harlan Ellison was an influential American writer best known for his provocative speculative fiction, sharp criticism, and award-winning short stories and teleplays.
-
E.
Theodore Sturgeon
Theodore Sturgeon was an influential American science fiction author renowned for his psychologically rich, character-driven stories and for formulating "Sturgeon's Law."
- 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: Daniel Keyes Triple: [Charly, basedOnAuthor, Daniel Keyes]
Generated description
Daniel Keyes was an American author best known for his science fiction work "Flowers for Algernon," which explores themes of intelligence, identity, and human dignity.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Daniel Keyes Target entity description: Daniel Keyes was an American author best known for his science fiction work "Flowers for Algernon," which explores themes of intelligence, identity, and human dignity.
-
A.
Richard Matheson
Richard Matheson was an American author and screenwriter renowned for his influential works of horror, science fiction, and fantasy, including the novel "I Am Legend" and numerous classic "The Twilight Zone" episodes.
-
B.
Philip K. Dick
Philip K. Dick was an American science fiction author renowned for his philosophical, reality-bending stories that inspired numerous films, including the one on which "The Adjustment Bureau" is based.
-
C.
F. Paul Wilson
F. Paul Wilson is an American author best known for his science fiction, horror, and thriller novels, including the "Repairman Jack" series.
-
D.
Harlan Ellison
Harlan Ellison was an influential American writer best known for his provocative speculative fiction, sharp criticism, and award-winning short stories and teleplays.
-
E.
Theodore Sturgeon
Theodore Sturgeon was an influential American science fiction author renowned for his psychologically rich, character-driven stories and for formulating "Sturgeon's Law."
- 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_69a889159ec481908f9e4472d9f480c7 |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abb95587348190bb5719faeaf0aa5d |
completed | March 7, 2026, 5:36 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae1ffbbf948190a89932013b463f85 |
completed | March 9, 2026, 1:18 a.m. |
| NEDg | Description generation | batch_69ae20946a288190a3bd2a19e3608e86 |
completed | March 9, 2026, 1:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae2109d17c819094a298a822064052 |
completed | March 9, 2026, 1:23 a.m. |
Created at: March 4, 2026, 7:39 p.m.