Triple

T16007163
Position Surface form Disambiguated ID Type / Status
Subject Stacey Abrams E388247 entity
Predicate notableWork P4 FINISHED
Object Never Tell
"Never Tell" is a romantic suspense novel by Stacey Abrams (writing as Selena Montgomery) that blends political intrigue with a tense, character-driven mystery.
E1190415 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: Never Tell | Statement: [Stacey Abrams, notableWork, Never Tell]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Never Tell
Context triple: [Stacey Abrams, notableWork, Never Tell]
  • A. Never Tell
    "Never Tell" is a crime thriller novel by bestselling American author Lisa Gardner, featuring complex investigations, psychological suspense, and interwoven secrets.
  • B. Never Tell
    "Never Tell" is a crime thriller novel by American author Alafair Burke, featuring a complex investigation into a teenager's suspicious death that explores themes of privilege, secrets, and justice.
  • C. Never Told
    "Never Told" is a track from J. Cole's debut studio album "Cole World: The Sideline Story," showcasing his introspective lyricism and storytelling.
  • D. No Tellin'
    "No Tellin'" is a track by Canadian rapper Drake from his 2015 mixtape *If You’re Reading This It’s Too Late*, known for its dark production and introspective, assertive lyrics.
  • E. Don’t Tell Me
    "Don’t Tell Me" is a song featured on the album *Music* by Madonna.
  • 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: Never Tell
Triple: [Stacey Abrams, notableWork, Never Tell]
Generated description
"Never Tell" is a romantic suspense novel by Stacey Abrams (writing as Selena Montgomery) that blends political intrigue with a tense, character-driven mystery.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Never Tell
Target entity description: "Never Tell" is a romantic suspense novel by Stacey Abrams (writing as Selena Montgomery) that blends political intrigue with a tense, character-driven mystery.
  • A. Never Tell
    "Never Tell" is a crime thriller novel by American author Alafair Burke, featuring a complex investigation into a teenager's suspicious death that explores themes of privilege, secrets, and justice.
  • B. Never Tell
    "Never Tell" is a crime thriller novel by bestselling American author Lisa Gardner, featuring complex investigations, psychological suspense, and interwoven secrets.
  • C. Never Told
    "Never Told" is a track from J. Cole's debut studio album "Cole World: The Sideline Story," showcasing his introspective lyricism and storytelling.
  • D. No Tellin'
    "No Tellin'" is a track by Canadian rapper Drake from his 2015 mixtape *If You’re Reading This It’s Too Late*, known for its dark production and introspective, assertive lyrics.
  • E. Don’t Tell Me
    "Don’t Tell Me" is a song featured on the album *Music* by Madonna.
  • 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_69d86dabcb7c8190b6a39d6831d2fa1b completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e15800246c8190a298c5f96478c396 completed April 16, 2026, 9:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffcf20c5348190b42c2e01e8ef5ea8 completed May 10, 2026, 12:19 a.m.
NEDg Description generation batch_69ffcfcb9c448190bac3060eef239382 completed May 10, 2026, 12:22 a.m.
NED2 Entity disambiguation (via description) batch_69ffd94cf4fc81909eee76f74e79b3d1 completed May 10, 2026, 1:03 a.m.
Created at: April 10, 2026, 4:55 a.m.