Triple

T12996554
Position Surface form Disambiguated ID Type / Status
Subject Amber Tamblyn E322048 entity
Predicate notableWork P4 FINISHED
Object Dark Sparkler
Dark Sparkler is a poetry collection by Amber Tamblyn that explores the lives and tragic fates of famous actresses through dark, experimental verse.
E1016361 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: Dark Sparkler | Statement: [Amber Tamblyn, notableWork, Dark Sparkler]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dark Sparkler
Context triple: [Amber Tamblyn, notableWork, Dark Sparkler]
  • A. Sparkle
    Sparkle is a Georgia-Pacific paper towel brand known for its affordable, everyday household cleaning products.
  • B. Sparkle
    Sparkle is an American R&B singer best known for her late-1990s work and collaborations with R. Kelly, including the hit single "Be Careful."
  • C. Dark Light
    Dark Light is a science fiction novel by Scottish author Ken MacLeod, set in his Engines of Light universe and known for its blend of space opera, political intrigue, and speculative cosmology.
  • D. The Glow
    The Glow is a track by American producer and DJ RJD2, known for its richly layered, sample-based instrumental hip-hop sound.
  • E. Lightbomb
    Lightbomb is a powerful Priest spell card in Hearthstone that deals damage to all minions equal to their own Attack, often serving as a major board-clearing tool.
  • 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: Dark Sparkler
Triple: [Amber Tamblyn, notableWork, Dark Sparkler]
Generated description
Dark Sparkler is a poetry collection by Amber Tamblyn that explores the lives and tragic fates of famous actresses through dark, experimental verse.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dark Sparkler
Target entity description: Dark Sparkler is a poetry collection by Amber Tamblyn that explores the lives and tragic fates of famous actresses through dark, experimental verse.
  • A. Sparkle
    Sparkle is a Georgia-Pacific paper towel brand known for its affordable, everyday household cleaning products.
  • B. Sparkle
    Sparkle is an American R&B singer best known for her late-1990s work and collaborations with R. Kelly, including the hit single "Be Careful."
  • C. Dark Light
    Dark Light is a science fiction novel by Scottish author Ken MacLeod, set in his Engines of Light universe and known for its blend of space opera, political intrigue, and speculative cosmology.
  • D. The Glow
    The Glow is a track by American producer and DJ RJD2, known for its richly layered, sample-based instrumental hip-hop sound.
  • E. Lightbomb
    Lightbomb is a powerful Priest spell card in Hearthstone that deals damage to all minions equal to their own Attack, often serving as a major board-clearing tool.
  • 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_69d8076479b8819090afce3591939cdf completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97e7980288190a9fe629a8cc76a52 completed April 10, 2026, 10:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6c0fe9d608190b9d503f4da1fe0c0 completed May 3, 2026, 3:29 a.m.
NEDg Description generation batch_69f6c3beaf6881909be9c839206817b3 completed May 3, 2026, 3:40 a.m.
NED2 Entity disambiguation (via description) batch_69f6c48ee33c8190a50b308b12c08951 completed May 3, 2026, 3:44 a.m.
Created at: April 9, 2026, 8:45 p.m.