Triple
T8492884
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dr. Susan Calvin |
E201015
|
entity |
| Predicate | appearsIn |
P795
|
FINISHED |
| Object |
short story "Escape!"
"Escape!" is a science fiction short story by Isaac Asimov featuring robopsychologist Dr. Susan Calvin as she confronts the unexpected consequences of a supercomputer tasked with solving the problem of hyperspace travel.
|
E737157
|
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: short story "Escape!" | Statement: [Dr. Susan Calvin, appearsIn, short story "Escape!"]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: short story "Escape!" Context triple: [Dr. Susan Calvin, appearsIn, short story "Escape!"]
-
A.
short story "The Sentinel"
"The Sentinel" is a science fiction short story by Arthur C. Clarke that explores humanity's encounter with an ancient alien artifact on the Moon, later serving as a key inspiration for the film and novel 2001: A Space Odyssey.
-
B.
short story "The Cape"
"The Cape" is a short story, likely in the horror or speculative fiction genre, that explores dark psychological themes through a focused, self-contained narrative.
-
C.
Elmore Leonard short story "Fire in the Hole"
Elmore Leonard’s short story "Fire in the Hole" is a crime tale featuring U.S. Marshal Raylan Givens that served as the primary inspiration for the television series "Justified."
-
D.
short story "In the Event of My Father’s Death"
"In the Event of My Father’s Death" is a short story by Roxane Gay that appears in her collection Difficult Women, exploring themes of family, grief, and complex emotional inheritance.
-
E.
Grandpa's Great Escape
Grandpa's Great Escape is a children's novel by David Walliams about a young boy who helps his World War II veteran grandfather escape from a care home.
- 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: short story "Escape!" Triple: [Dr. Susan Calvin, appearsIn, short story "Escape!"]
Generated description
"Escape!" is a science fiction short story by Isaac Asimov featuring robopsychologist Dr. Susan Calvin as she confronts the unexpected consequences of a supercomputer tasked with solving the problem of hyperspace travel.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: short story "Escape!" Target entity description: "Escape!" is a science fiction short story by Isaac Asimov featuring robopsychologist Dr. Susan Calvin as she confronts the unexpected consequences of a supercomputer tasked with solving the problem of hyperspace travel.
-
A.
short story "The Sentinel"
"The Sentinel" is a science fiction short story by Arthur C. Clarke that explores humanity's encounter with an ancient alien artifact on the Moon, later serving as a key inspiration for the film and novel 2001: A Space Odyssey.
-
B.
short story "The Cape"
"The Cape" is a short story, likely in the horror or speculative fiction genre, that explores dark psychological themes through a focused, self-contained narrative.
-
C.
Elmore Leonard short story "Fire in the Hole"
Elmore Leonard’s short story "Fire in the Hole" is a crime tale featuring U.S. Marshal Raylan Givens that served as the primary inspiration for the television series "Justified."
-
D.
short story "In the Event of My Father’s Death"
"In the Event of My Father’s Death" is a short story by Roxane Gay that appears in her collection Difficult Women, exploring themes of family, grief, and complex emotional inheritance.
-
E.
Grandpa's Great Escape
Grandpa's Great Escape is a children's novel by David Walliams about a young boy who helps his World War II veteran grandfather escape from a care home.
- 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_69cbe55cf5dc81908cad31ac53e15b46 |
completed | March 31, 2026, 3:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce3a5c260c8190bc7012a04363d260 |
completed | April 2, 2026, 9:43 a.m. |
| NEDg | Description generation | batch_69ce3ca3be5c8190844e54805e9acaeb |
completed | April 2, 2026, 9:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce3d4e92e88190a90ba1567c569b00 |
completed | April 2, 2026, 9:56 a.m. |
Created at: March 30, 2026, 6:13 p.m.