Triple

T13868599
Position Surface form Disambiguated ID Type / Status
Subject DeVon Franklin E333392 entity
Predicate notableWork P4 FINISHED
Object Book "Live Free"
"Live Free" is a self-help book by Hollywood producer and motivational speaker DeVon Franklin that focuses on breaking free from others’ expectations to live a more authentic and fulfilling life.
E1066290 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: Book "Live Free" | Statement: [DeVon Franklin, notableWork, Book "Live Free"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Book "Live Free"
Context triple: [DeVon Franklin, notableWork, Book "Live Free"]
  • A. A Free Life
    A Free Life is a novel by Chinese-American author Ha Jin that follows a Chinese immigrant family's struggles and search for identity in the United States.
  • B. book "Never Leave Well Enough Alone"
    "Never Leave Well Enough Alone" is the autobiographical book by industrial designer Raymond Loewy, in which he recounts his life, design philosophy, and influential role in shaping 20th-century industrial design.
  • C. book "No Regrets"
    "No Regrets" is an autobiography by English singer, television personality, and author Coleen Nolan, in which she candidly reflects on her life, career, and personal struggles.
  • D. The Path to Freedom
    "The Path to Freedom" is a chapter in Carl Sagan’s science book *The Demon-Haunted World* that explores how scientific thinking and skepticism can liberate people from superstition and irrational beliefs.
  • E. "For Free"
    "For Free" is a hip hop single by DJ Khaled featuring Drake, known for its catchy production and chart success.
  • 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: Book "Live Free"
Triple: [DeVon Franklin, notableWork, Book "Live Free"]
Generated description
"Live Free" is a self-help book by Hollywood producer and motivational speaker DeVon Franklin that focuses on breaking free from others’ expectations to live a more authentic and fulfilling life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Book "Live Free"
Target entity description: "Live Free" is a self-help book by Hollywood producer and motivational speaker DeVon Franklin that focuses on breaking free from others’ expectations to live a more authentic and fulfilling life.
  • A. A Free Life
    A Free Life is a novel by Chinese-American author Ha Jin that follows a Chinese immigrant family's struggles and search for identity in the United States.
  • B. book "Never Leave Well Enough Alone"
    "Never Leave Well Enough Alone" is the autobiographical book by industrial designer Raymond Loewy, in which he recounts his life, design philosophy, and influential role in shaping 20th-century industrial design.
  • C. book "No Regrets"
    "No Regrets" is an autobiography by English singer, television personality, and author Coleen Nolan, in which she candidly reflects on her life, career, and personal struggles.
  • D. The Path to Freedom
    "The Path to Freedom" is a chapter in Carl Sagan’s science book *The Demon-Haunted World* that explores how scientific thinking and skepticism can liberate people from superstition and irrational beliefs.
  • E. "For Free"
    "For Free" is a hip hop single by DJ Khaled featuring Drake, known for its catchy production and chart success.
  • 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_69d81c5ced9c8190b0e9bcc6effe5959 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de05c530148190b11704300bbd5f9b completed April 14, 2026, 9:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7c105da548190b908a54fec029236 completed May 3, 2026, 9:41 p.m.
NEDg Description generation batch_69f7c1e7efd88190ac07472647da69e7 completed May 3, 2026, 9:45 p.m.
NED2 Entity disambiguation (via description) batch_69f7c3396f7c8190987079bf24ac8695 completed May 3, 2026, 9:50 p.m.
Created at: April 9, 2026, 10:14 p.m.