Triple

T15636662
Position Surface form Disambiguated ID Type / Status
Subject Bruce Wagner E375961 entity
Predicate notableWork P4 FINISHED
Object Dead Stars
"Dead Stars" is a darkly satirical novel by Bruce Wagner that skewers Hollywood celebrity culture and the emptiness of fame.
 E1168363 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: Dead Stars | Statement: [Bruce Wagner, notableWork, Dead Stars]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Dead Stars
Context triple: [Bruce Wagner, notableWork, Dead Stars]
  • A. Deadstar
    Deadstar is a breakout mixtape by rapper Smokepurpp that helped popularize his dark, bass-heavy SoundCloud rap style.
  • B. Cut from the Stars
    "Cut from the Stars" is a song by progressive rock band Yes, featured on their 2023 album "Mirror to the Sky."
  • C. Release the Stars
    Release the Stars is a 2007 studio album by singer-songwriter Rufus Wainwright, noted for its lush orchestration and theatrical pop compositions.
  • D. Lost Stars
    "Lost Stars" is a heartfelt pop ballad best known from the film *Begin Again*, where it is performed by actress and singer Keira Knightley as the character Gretta James.
  • E. Lost Stars
    Lost Stars is a young adult Star Wars novel by Claudia Gray that follows two childhood friends on opposite sides of the Galactic Civil War, intertwining a love story with major events from the original film trilogy.
  • 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: Dead Stars
Triple: [Bruce Wagner, notableWork, Dead Stars]
Generated description
"Dead Stars" is a darkly satirical novel by Bruce Wagner that skewers Hollywood celebrity culture and the emptiness of fame.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Dead Stars
Target entity description: "Dead Stars" is a darkly satirical novel by Bruce Wagner that skewers Hollywood celebrity culture and the emptiness of fame.
  • A. Deadstar
    Deadstar is a breakout mixtape by rapper Smokepurpp that helped popularize his dark, bass-heavy SoundCloud rap style.
  • B. Cut from the Stars
    "Cut from the Stars" is a song by progressive rock band Yes, featured on their 2023 album "Mirror to the Sky."
  • C. Release the Stars
    Release the Stars is a 2007 studio album by singer-songwriter Rufus Wainwright, noted for its lush orchestration and theatrical pop compositions.
  • D. Lost Stars
    "Lost Stars" is a heartfelt pop ballad best known from the film *Begin Again*, where it is performed by actress and singer Keira Knightley as the character Gretta James.
  • E. Lost Stars
    Lost Stars is a young adult Star Wars novel by Claudia Gray that follows two childhood friends on opposite sides of the Galactic Civil War, intertwining a love story with major events from the original film trilogy.
  • 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_69d85cd035a48190b73d5579ab73969a completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04eba51f08190ac5d9de7fc89405a completed April 16, 2026, 2:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff5f4923ac8190a03fe1f2c878c27e completed May 9, 2026, 4:22 p.m.
NEDg Description generation batch_69ff608017d481909dab53450fbdb1e4 completed May 9, 2026, 4:27 p.m.
NED2 Entity disambiguation (via description) batch_69ff61929780819096537342305ea505 completed May 9, 2026, 4:32 p.m.
Created at: April 10, 2026, 4:14 a.m.