Triple

T8494516
Position Surface form Disambiguated ID Type / Status
Subject Robot Visions E201063 entity
Predicate containsWork P2011 FINISHED
Object Too Bad! (short story)
"Too Bad!" is a science fiction short story by Isaac Asimov, included in his collection *Robot Visions*, that explores themes related to robotics and human-robot interaction.
 E737238 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: Too Bad! (short story) | Statement: [Robot Visions, containsWork, Too Bad! (short story)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Too Bad! (short story)
Context triple: [Robot Visions, containsWork, Too Bad! (short story)]
  • A. A Very Short Story
    "A Very Short Story" is a brief World War I–themed narrative by Ernest Hemingway, known for its concise style and emotional understatement, later collected in his book *In Our Time*.
  • B. Banal Story
    "Banal Story" is a short story by Ernest Hemingway included in his 1927 collection *Men Without Women*, noted for its experimental, metafictional narrative style.
  • C. Adultery (short story)
    "Adultery" is a short story by Andre Dubus that explores the emotional complexities and moral ambiguities of marital infidelity.
  • D. A Strange Story
    A Strange Story is an 1862 supernatural novel by Edward Bulwer-Lytton that blends occult themes with psychological and philosophical exploration.
  • E. Short Stories (album)
    Short Stories is the 1980 debut collaborative album by Jon Anderson of Yes and Greek composer Vangelis, blending progressive rock with electronic and ambient elements.
  • 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: Too Bad! (short story)
Triple: [Robot Visions, containsWork, Too Bad! (short story)]
Generated description
"Too Bad!" is a science fiction short story by Isaac Asimov, included in his collection *Robot Visions*, that explores themes related to robotics and human-robot interaction.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Too Bad! (short story)
Target entity description: "Too Bad!" is a science fiction short story by Isaac Asimov, included in his collection *Robot Visions*, that explores themes related to robotics and human-robot interaction.
  • A. A Very Short Story
    "A Very Short Story" is a brief World War I–themed narrative by Ernest Hemingway, known for its concise style and emotional understatement, later collected in his book *In Our Time*.
  • B. Banal Story
    "Banal Story" is a short story by Ernest Hemingway included in his 1927 collection *Men Without Women*, noted for its experimental, metafictional narrative style.
  • C. Adultery (short story)
    "Adultery" is a short story by Andre Dubus that explores the emotional complexities and moral ambiguities of marital infidelity.
  • D. A Strange Story
    A Strange Story is an 1862 supernatural novel by Edward Bulwer-Lytton that blends occult themes with psychological and philosophical exploration.
  • E. Short Stories (album)
    Short Stories is the 1980 debut collaborative album by Jon Anderson of Yes and Greek composer Vangelis, blending progressive rock with electronic and ambient elements.
  • 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_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.