Triple

T20191251
Position Surface form Disambiguated ID Type / Status
Subject Deep Cut E492982 entity
Predicate hasMember P10 FINISHED
Object Shiver
Shiver is a stylish, fan-favorite member of the musical trio Deep Cut in the Splatoon video game series, known for her cool demeanor and distinctive design.
E1417060 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: Shiver | Statement: [Deep Cut, hasMember, Shiver]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shiver
Context triple: [Deep Cut, hasMember, Shiver]
  • A. Shiver
    Shiver is a thriller film featuring actor Casper Van Dien in a prominent role.
  • B. Shiver
    "Shiver" is a song by British rock band Coldplay, released as the lead single from their debut album "Parachutes."
  • C. Shiver
    Shiver is a British horror film directed by Julian Richards, known for its dark, suspenseful exploration of a serial killer’s violent obsessions.
  • D. Shiver (novel)
    Shiver (novel) is a young adult paranormal romance book by Maggie Stiefvater that follows the intense, bittersweet relationship between a girl and a boy who turns into a wolf each winter.
  • E. Shivers
    Shivers is a trance music track and album by Dutch DJ and producer Armin van Buuren, widely regarded as one of his signature works in the electronic dance music scene.
  • 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: Shiver
Triple: [Deep Cut, hasMember, Shiver]
Generated description
Shiver is a stylish, fan-favorite member of the musical trio Deep Cut in the Splatoon video game series, known for her cool demeanor and distinctive design.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shiver
Target entity description: Shiver is a stylish, fan-favorite member of the musical trio Deep Cut in the Splatoon video game series, known for her cool demeanor and distinctive design.
  • A. Shiver
    Shiver is a thriller film featuring actor Casper Van Dien in a prominent role.
  • B. Shiver
    "Shiver" is a song by British rock band Coldplay, released as the lead single from their debut album "Parachutes."
  • C. Shiver
    Shiver is a British horror film directed by Julian Richards, known for its dark, suspenseful exploration of a serial killer’s violent obsessions.
  • D. Shiver (novel)
    Shiver (novel) is a young adult paranormal romance book by Maggie Stiefvater that follows the intense, bittersweet relationship between a girl and a boy who turns into a wolf each winter.
  • E. Shivers
    Shivers is a trance music track and album by Dutch DJ and producer Armin van Buuren, widely regarded as one of his signature works in the electronic dance music scene.
  • 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_69da6268a034819081cbd9ea5a1c9475 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e66ad593f88190a1e534fed38b3cd7 completed April 20, 2026, 6:05 p.m.
NED1 Entity disambiguation (via context triple) batch_6a083c86799c8190844085d482c88ffe completed May 16, 2026, 9:44 a.m.
NEDg Description generation batch_6a083d8781b48190be4043a3747fd0ef completed May 16, 2026, 9:48 a.m.
NED2 Entity disambiguation (via description) batch_6a083f2d7db081908c281445210f551b completed May 16, 2026, 9:55 a.m.
Created at: April 11, 2026, 11:37 p.m.