Triple

T14940657
Position Surface form Disambiguated ID Type / Status
Subject Kate Cohen E372516 entity
Predicate notableWork P4 FINISHED
Object Transcendence
Transcendence is a work by writer Kate Cohen that explores themes of meaning, belief, and secular life.
E1127917 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: Transcendence | Statement: [Kate Cohen, notableWork, Transcendence]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Transcendence
Context triple: [Kate Cohen, notableWork, Transcendence]
  • A. Transcendence
    Transcendence was the central inspirational theme of the 2008 Summer Paralympics opening ceremony, symbolizing athletes’ ability to rise above physical limitations and adversity.
  • B. Transcendence (2014 film)
    Transcendence is a 2014 science fiction thriller film about a dying artificial intelligence researcher whose consciousness is uploaded into a supercomputer, exploring themes of technological singularity, ethics, and the dangers of unchecked AI.
  • C. The Transcenders
    The Transcenders is a music production team best known for creating the iconic opening theme for the television series "Gossip Girl."
  • D. Singularity
    Singularity is a science-fiction first-person shooter video game developed by Raven Software that blends time-manipulation mechanics with action and horror elements.
  • E. Singularity
    Singularity is a sentient pocket-universe and cosmic being in Marvel Comics, best known as a central member of the all-female superhero team A-Force.
  • 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: Transcendence
Triple: [Kate Cohen, notableWork, Transcendence]
Generated description
Transcendence is a work by writer Kate Cohen that explores themes of meaning, belief, and secular life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Transcendence
Target entity description: Transcendence is a work by writer Kate Cohen that explores themes of meaning, belief, and secular life.
  • A. Transcendence
    Transcendence was the central inspirational theme of the 2008 Summer Paralympics opening ceremony, symbolizing athletes’ ability to rise above physical limitations and adversity.
  • B. Transcendence (2014 film)
    Transcendence is a 2014 science fiction thriller film about a dying artificial intelligence researcher whose consciousness is uploaded into a supercomputer, exploring themes of technological singularity, ethics, and the dangers of unchecked AI.
  • C. The Transcenders
    The Transcenders is a music production team best known for creating the iconic opening theme for the television series "Gossip Girl."
  • D. Singularity
    Singularity is a science-fiction first-person shooter video game developed by Raven Software that blends time-manipulation mechanics with action and horror elements.
  • E. Singularity
    Singularity is a sentient pocket-universe and cosmic being in Marvel Comics, best known as a central member of the all-female superhero team A-Force.
  • 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_69d85cc9da0c81908d583ca3f63a3908 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded64a2f24819099b21566756668a2 completed April 15, 2026, 12:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe7e929f3881908560b8428e72327d completed May 9, 2026, 12:23 a.m.
NEDg Description generation batch_69fe80c984288190a10abebc8c07e00d completed May 9, 2026, 12:33 a.m.
NED2 Entity disambiguation (via description) batch_69fe818794908190a2fa686adb0575d5 completed May 9, 2026, 12:36 a.m.
Created at: April 10, 2026, 2:38 a.m.