Triple

T5108450
Position Surface form Disambiguated ID Type / Status
Subject Jim Beaver E115155 entity
Predicate notableWork P4 FINISHED
Object 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.
 E493621 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: Life's That Way | Statement: [Jim Beaver, notableWork, Life's That Way]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Life's That Way
Context triple: [Jim Beaver, notableWork, Life's That Way]
  • A. The Way Life Goes
    "The Way Life Goes" is a melodic, introspective hip-hop song by Lil Uzi Vert that reflects on heartbreak and moving on, featured on his 2017 album *Luv Is Rage 2*.
  • B. That Way
    "That Way" is a melodic hip-hop single by Lil Uzi Vert, best known for its nostalgic interpolation of the Backstreet Boys’ "I Want It That Way" and its popularity in the late 2010s rap landscape.
  • C. The Way Life Used to Be
    "The Way Life Used to Be" is a track by Snoop Dogg from his album *Doggumentary*, reflecting on nostalgia and changes over time in his life and surroundings.
  • D. That’s the Way It Is
    "That’s the Way It Is" is an upbeat pop song by Celine Dion, released in 1999 and known for its empowering lyrics and strong vocal performance.
  • E. Road of Life
    The Road of Life was the vital transport route across Lake Ladoga that sustained besieged Leningrad with food and supplies during World War II.
  • 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: Life's That Way
Triple: [Jim Beaver, notableWork, Life's That Way]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Life's That Way
Target entity description: 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.
  • A. The Way Life Goes
    "The Way Life Goes" is a melodic, introspective hip-hop song by Lil Uzi Vert that reflects on heartbreak and moving on, featured on his 2017 album *Luv Is Rage 2*.
  • B. That Way
    "That Way" is a melodic hip-hop single by Lil Uzi Vert, best known for its nostalgic interpolation of the Backstreet Boys’ "I Want It That Way" and its popularity in the late 2010s rap landscape.
  • C. The Way Life Used to Be
    "The Way Life Used to Be" is a track by Snoop Dogg from his album *Doggumentary*, reflecting on nostalgia and changes over time in his life and surroundings.
  • D. That’s the Way It Is
    "That’s the Way It Is" is an upbeat pop song by Celine Dion, released in 1999 and known for its empowering lyrics and strong vocal performance.
  • E. Road of Life
    The Road of Life was the vital transport route across Lake Ladoga that sustained besieged Leningrad with food and supplies during World War II.
  • 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_69bd4440b3348190be1251fd8b7951f1 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd75aa6b088190b02cdb66ec4a11f0 completed March 20, 2026, 4:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69beba9ec0fc819085dcd1d27f46f377 completed March 21, 2026, 3:34 p.m.
NEDg Description generation batch_69bebb427ee0819090cc2a7b12310719 completed March 21, 2026, 3:37 p.m.
NED2 Entity disambiguation (via description) batch_69bebbbeaa98819099c8a376a30638d2 completed March 21, 2026, 3:39 p.m.
Created at: March 20, 2026, 1:41 p.m.