Triple

T23241422
Position Surface form Disambiguated ID Type / Status
Subject Lights Out E581457 entity
Predicate hasPart P35 FINISHED
Object Way of Life (skit)
"Way of Life" is a comedic skit featured on the stand-up comedy album "Lights Out" by Bill Engvall.
 E1577456 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: Way of Life (skit) | Statement: [Lights Out, hasPart, Way of Life (skit)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Way of Life (skit)
Context triple: [Lights Out, hasPart, Way of Life (skit)]
  • A. Way of Life
    Way of Life is a guiding philosophy or path that emphasizes living in alignment with principles of light, balance, and moral integrity.
  • B. "Way of Life"
    "Way of Life" is a track by Lil Wayne featured on his 2002 album *500 Degreez*.
  • C. Life's That Way
    Life's That Way is a memoir by actor and writer Jim Beaver, drawn from his personal emails chronicling his wife's battle with cancer and his experiences as a single father.
  • D. That’s the Way Life Is
    "That’s the Way Life Is" is the English title of the 1998 dance-pop song "Se a vida é" by the Pet Shop Boys.
  • E. The Way of Life
    The Way of Life is a 19th-century Christian theological work by Presbyterian theologian Charles Hodge that explains the doctrine of salvation and the essentials of Reformed faith for a general audience.
  • 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: Way of Life (skit)
Triple: [Lights Out, hasPart, Way of Life (skit)]
Generated description
"Way of Life" is a comedic skit featured on the stand-up comedy album "Lights Out" by Bill Engvall.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Way of Life (skit)
Target entity description: "Way of Life" is a comedic skit featured on the stand-up comedy album "Lights Out" by Bill Engvall.
  • A. Way of Life
    Way of Life is a guiding philosophy or path that emphasizes living in alignment with principles of light, balance, and moral integrity.
  • B. "Way of Life"
    "Way of Life" is a track by Lil Wayne featured on his 2002 album *500 Degreez*.
  • C. Life's That Way
    Life's That Way is a memoir by actor and writer Jim Beaver, drawn from his personal emails chronicling his wife's battle with cancer and his experiences as a single father.
  • D. That’s the Way Life Is
    "That’s the Way Life Is" is the English title of the 1998 dance-pop song "Se a vida é" by the Pet Shop Boys.
  • E. The Way of Life
    The Way of Life is a 19th-century Christian theological work by Presbyterian theologian Charles Hodge that explains the doctrine of salvation and the essentials of Reformed faith for a general audience.
  • 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_69e2460556f88190be1744a84a84173f completed April 17, 2026, 2:39 p.m.
NER Named-entity recognition batch_69f192edd974819093a57456e7b12a03 completed April 29, 2026, 5:11 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c3f6082fc8190b9cf9544c47d6f06 completed May 19, 2026, 10:45 a.m.
NEDg Description generation batch_6a0c4043d00481908f8d72d80c8ec692 completed May 19, 2026, 10:49 a.m.
NED2 Entity disambiguation (via description) batch_6a0c40d700188190a34ad429ec84e710 completed May 19, 2026, 10:52 a.m.
Created at: April 17, 2026, 4:10 p.m.