Triple

T8492885
Position Surface form Disambiguated ID Type / Status
Subject Dr. Susan Calvin E201015 entity
Predicate appearsIn P795 FINISHED
Object short story "Evidence"
"Evidence" is a science fiction short story by Isaac Asimov that explores themes of identity, ethics, and the ambiguity between human and robot through a political figure suspected of being a robot.
 E737158 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 "Evidence" | Statement: [Dr. Susan Calvin, appearsIn, short story "Evidence"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: short story "Evidence"
Context triple: [Dr. Susan Calvin, appearsIn, short story "Evidence"]
  • 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 "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.
  • C. short story "How"
    "How" is a short story included in Roxane Gay's collection *Difficult Women*, exploring themes of womanhood, trauma, and complex relationships.
  • D. short story "The Sacrifice of Darkness"
    "The Sacrifice of Darkness" is a short story by Roxane Gay that blends elements of fantasy and allegory to explore themes of loss, guilt, and resilience in a world literally and figuratively consumed by darkness.
  • E. 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."
  • 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 "Evidence"
Triple: [Dr. Susan Calvin, appearsIn, short story "Evidence"]
Generated description
"Evidence" is a science fiction short story by Isaac Asimov that explores themes of identity, ethics, and the ambiguity between human and robot through a political figure suspected of being a robot.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: short story "Evidence"
Target entity description: "Evidence" is a science fiction short story by Isaac Asimov that explores themes of identity, ethics, and the ambiguity between human and robot through a political figure suspected of being a robot.
  • 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 "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.
  • C. short story "How"
    "How" is a short story included in Roxane Gay's collection *Difficult Women*, exploring themes of womanhood, trauma, and complex relationships.
  • D. short story "The Sacrifice of Darkness"
    "The Sacrifice of Darkness" is a short story by Roxane Gay that blends elements of fantasy and allegory to explore themes of loss, guilt, and resilience in a world literally and figuratively consumed by darkness.
  • E. 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."
  • 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.