Triple

T1799527
Position Surface form Disambiguated ID Type / Status
Subject I, Robot E39682 entity
Predicate story P24126 FINISHED
Object Escape!
"Escape!" is a science fiction short story by Isaac Asimov, part of his I, Robot collection, that explores the complexities and unintended consequences of advanced positronic computer intelligence.
 E201019 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: Escape! | Statement: [I, Robot, story, Escape!]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Escape!
Context triple: [I, Robot, story, Escape!]
  • A. Escapade
    "Escapade" is an upbeat, chart-topping pop and R&B single by Janet Jackson from her 1989 album "Janet Jackson's Rhythm Nation 1814."
  • B. Trapped
    Trapped is a 2002 American thriller film produced by Mandalay Pictures, centered on a family's harrowing kidnapping ordeal and their desperate attempts to outwit their captors.
  • C. Universal Studios Escape
    Universal Studios Escape was the former name of the Universal Orlando Resort theme park and entertainment complex in Orlando, Florida.
  • D. The Great Escape
    The Great Escape is a 1963 World War II adventure film about a mass escape from a German POW camp, renowned for its ensemble cast, suspenseful plot, and iconic motorcycle chase sequence.
  • E. Exit 13
    Exit 13 is a studio album by American rapper LL Cool J, known for blending his classic hip-hop style with contemporary production and guest features.
  • 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: Escape!
Triple: [I, Robot, story, Escape!]
Generated description
"Escape!" is a science fiction short story by Isaac Asimov, part of his I, Robot collection, that explores the complexities and unintended consequences of advanced positronic computer intelligence.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Escape!
Target entity description: "Escape!" is a science fiction short story by Isaac Asimov, part of his I, Robot collection, that explores the complexities and unintended consequences of advanced positronic computer intelligence.
  • A. Escapade
    "Escapade" is an upbeat, chart-topping pop and R&B single by Janet Jackson from her 1989 album "Janet Jackson's Rhythm Nation 1814."
  • B. Trapped
    Trapped is a 2002 American thriller film produced by Mandalay Pictures, centered on a family's harrowing kidnapping ordeal and their desperate attempts to outwit their captors.
  • C. Universal Studios Escape
    Universal Studios Escape was the former name of the Universal Orlando Resort theme park and entertainment complex in Orlando, Florida.
  • D. The Great Escape
    The Great Escape is a 1963 World War II adventure film about a mass escape from a German POW camp, renowned for its ensemble cast, suspenseful plot, and iconic motorcycle chase sequence.
  • E. Exit 13
    Exit 13 is a studio album by American rapper LL Cool J, known for blending his classic hip-hop style with contemporary production and guest features.
  • 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_69a88632aa588190ba3978fde0db5bbd completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abaffee0f88190aa7a42ef4a4e2bd2 completed March 7, 2026, 4:56 a.m.
NED1 Entity disambiguation (via context triple) batch_69adb5d8da888190a88f3bd8036e19f4 completed March 8, 2026, 5:46 p.m.
NEDg Description generation batch_69adb69c149081908b5b819c068a1ce2 completed March 8, 2026, 5:49 p.m.
NED2 Entity disambiguation (via description) batch_69adb8be528c819092a5e22b099fc2a0 completed March 8, 2026, 5:58 p.m.
Created at: March 4, 2026, 7:32 p.m.