Triple

T4901296
Position Surface form Disambiguated ID Type / Status
Subject Scott Adams E109803 entity
Predicate wrote P2831 FINISHED
Object Loserthink
Loserthink is a self-help and critical thinking book by cartoonist and author Scott Adams that explores common mental traps and flawed reasoning patterns that hinder effective thinking.
 E478465 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: Loserthink | Statement: [Scott Adams, wrote, Loserthink]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Loserthink
Context triple: [Scott Adams, wrote, Loserthink]
  • A. Loser
    "Loser" is a rock song by American band 3 Doors Down, released as a single from their debut album "The Better Life" and known for its dark, introspective lyrics and strong chart performance.
  • B. Beautiful Losers
    Beautiful Losers is a 1966 experimental novel by Leonard Cohen, known for its avant-garde style, eroticism, and exploration of religion, politics, and identity in Canadian culture.
  • C. I'm a Loser
    "I'm a Loser" is a 1964 Beatles song, written primarily by John Lennon, that blends folk-rock influences with introspective, self-critical lyrics.
  • D. Love Is for Losers
    Love Is for Losers is the debut studio album by punk rock band The Longshot, a side project of Green Day frontman Billie Joe Armstrong.
  • E. The Losers
    The Losers is a 2010 action film based on the DC/Vertigo comic series, following a betrayed elite black-ops team seeking revenge against the handler who tried to have them killed.
  • 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: Loserthink
Triple: [Scott Adams, wrote, Loserthink]
Generated description
Loserthink is a self-help and critical thinking book by cartoonist and author Scott Adams that explores common mental traps and flawed reasoning patterns that hinder effective thinking.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Loserthink
Target entity description: Loserthink is a self-help and critical thinking book by cartoonist and author Scott Adams that explores common mental traps and flawed reasoning patterns that hinder effective thinking.
  • A. Loser
    "Loser" is a rock song by American band 3 Doors Down, released as a single from their debut album "The Better Life" and known for its dark, introspective lyrics and strong chart performance.
  • B. Beautiful Losers
    Beautiful Losers is a 1966 experimental novel by Leonard Cohen, known for its avant-garde style, eroticism, and exploration of religion, politics, and identity in Canadian culture.
  • C. I'm a Loser
    "I'm a Loser" is a 1964 Beatles song, written primarily by John Lennon, that blends folk-rock influences with introspective, self-critical lyrics.
  • D. Love Is for Losers
    Love Is for Losers is the debut studio album by punk rock band The Longshot, a side project of Green Day frontman Billie Joe Armstrong.
  • E. The Losers
    The Losers is a 2010 action film based on the DC/Vertigo comic series, following a betrayed elite black-ops team seeking revenge against the handler who tried to have them killed.
  • 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_69bd441180708190ba42ffb44fea533a completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6e4dd6bc819094b1cbf533510995 completed March 20, 2026, 3:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69be6fd2a0348190a285ea1a62e7ae1b completed March 21, 2026, 10:15 a.m.
NEDg Description generation batch_69be707405008190ba1456544e8da593 completed March 21, 2026, 10:18 a.m.
NED2 Entity disambiguation (via description) batch_69be70e5537c8190b4db230932818a9c completed March 21, 2026, 10:20 a.m.
Created at: March 20, 2026, 1:28 p.m.