Triple

T16072667
Position Surface form Disambiguated ID Type / Status
Subject Danielle Fishel E389900 entity
Predicate wrote P2831 FINISHED
Object Normally, This Would Be Cause for Concern: Tales of Calamity and Unrelenting Awkwardness
"Normally, This Would Be Cause for Concern: Tales of Calamity and Unrelenting Awkwardness" is a humorous memoir of personal mishaps and embarrassing moments by actress Danielle Fishel, best known for her role as Topanga on Boy Meets World.
E1192459 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: Normally, This Would Be Cause for Concern: Tales of Calamity and Unrelenting Awkwardness | Statement: [Danielle Fishel, wrote, Normally, This Would Be Cause for Concern: Tales of Calamity and Unrelenting Awkwardness]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Normally, This Would Be Cause for Concern: Tales of Calamity and Unrelenting Awkwardness
Context triple: [Danielle Fishel, wrote, Normally, This Would Be Cause for Concern: Tales of Calamity and Unrelenting Awkwardness]
  • A. That Awkward Moment
    That Awkward Moment is a 2014 romantic comedy film about three friends navigating modern relationships, starring Zac Efron, Miles Teller, Michael B. Jordan, and Imogen Poots.
  • B. A Bad Idea Gone Wrong
    A Bad Idea Gone Wrong is an independent dark comedy film about two inept burglars whose simple heist spirals into an unexpectedly complicated and emotional ordeal.
  • C. Tales of Ordinary Madness
    Tales of Ordinary Madness is a 1981 drama film, based on the writings of Charles Bukowski, in which Ben Gazzara portrays a hard-drinking, self-destructive poet navigating the seedy underbelly of Los Angeles.
  • D. A Cautionary Tale
    "A Cautionary Tale" is an opening number from the Mean Girls stage musical that sets up the story’s themes of high school hierarchy, bullying, and the consequences of social cruelty.
  • E. The Awkward Age
    The Awkward Age is a novel by Henry James that explores the social and moral complexities of upper-class English society through the coming-of-age experiences of a young woman.
  • 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: Normally, This Would Be Cause for Concern: Tales of Calamity and Unrelenting Awkwardness
Triple: [Danielle Fishel, wrote, Normally, This Would Be Cause for Concern: Tales of Calamity and Unrelenting Awkwardness]
Generated description
"Normally, This Would Be Cause for Concern: Tales of Calamity and Unrelenting Awkwardness" is a humorous memoir of personal mishaps and embarrassing moments by actress Danielle Fishel, best known for her role as Topanga on Boy Meets World.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Normally, This Would Be Cause for Concern: Tales of Calamity and Unrelenting Awkwardness
Target entity description: "Normally, This Would Be Cause for Concern: Tales of Calamity and Unrelenting Awkwardness" is a humorous memoir of personal mishaps and embarrassing moments by actress Danielle Fishel, best known for her role as Topanga on Boy Meets World.
  • A. That Awkward Moment
    That Awkward Moment is a 2014 romantic comedy film about three friends navigating modern relationships, starring Zac Efron, Miles Teller, Michael B. Jordan, and Imogen Poots.
  • B. A Bad Idea Gone Wrong
    A Bad Idea Gone Wrong is an independent dark comedy film about two inept burglars whose simple heist spirals into an unexpectedly complicated and emotional ordeal.
  • C. Tales of Ordinary Madness
    Tales of Ordinary Madness is a 1981 drama film, based on the writings of Charles Bukowski, in which Ben Gazzara portrays a hard-drinking, self-destructive poet navigating the seedy underbelly of Los Angeles.
  • D. A Cautionary Tale
    "A Cautionary Tale" is an opening number from the Mean Girls stage musical that sets up the story’s themes of high school hierarchy, bullying, and the consequences of social cruelty.
  • E. The Awkward Age
    The Awkward Age is a novel by Henry James that explores the social and moral complexities of upper-class English society through the coming-of-age experiences of a young woman.
  • 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_69d86daf32ec8190a8c0466c8f49c3c0 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e183bf6c488190b0099a00f13f2a69 completed April 17, 2026, 12:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffe484cef08190a3797c91a7025081 completed May 10, 2026, 1:51 a.m.
NEDg Description generation batch_69ffe67043588190864864d40956682b completed May 10, 2026, 1:59 a.m.
NED2 Entity disambiguation (via description) batch_69ffe6f510cc8190b6b8c46c0356d36a completed May 10, 2026, 2:01 a.m.
Created at: April 10, 2026, 4:57 a.m.