Triple

T14666437
Position Surface form Disambiguated ID Type / Status
Subject Derek Frey E344387 entity
Predicate notableWork P4 FINISHED
Object Awkward Endeavors (short film)
Awkward Endeavors is a short film directed by filmmaker Derek Frey, showcasing his offbeat comedic style and independent production sensibilities.
E1112857 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: Awkward Endeavors (short film) | Statement: [Derek Frey, notableWork, Awkward Endeavors (short film)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Awkward Endeavors (short film)
Context triple: [Derek Frey, notableWork, Awkward Endeavors (short film)]
  • 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. Awkward
    Awkward is an American teen comedy-drama television series that follows the social and personal struggles of a high school girl after an embarrassing accident is mistaken for a suicide attempt.
  • C. My Unfortunate Erection (Chip’s Lament)
    "My Unfortunate Erection (Chip’s Lament)" is a comedic solo song from the musical *The 25th Annual Putnam County Spelling Bee*, in which the character Chip Tolentino humorously laments an ill-timed bout of teenage arousal during the spelling competition.
  • D. Chuck (short film)
    Chuck is a short film best known for featuring actress Sadie Sink in a prominent role.
  • E. short film Afuera
    "short film Afuera" is a short film created by writer-director Steven Canals, known for exploring themes of identity and marginalized communities.
  • 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: Awkward Endeavors (short film)
Triple: [Derek Frey, notableWork, Awkward Endeavors (short film)]
Generated description
Awkward Endeavors is a short film directed by filmmaker Derek Frey, showcasing his offbeat comedic style and independent production sensibilities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Awkward Endeavors (short film)
Target entity description: Awkward Endeavors is a short film directed by filmmaker Derek Frey, showcasing his offbeat comedic style and independent production sensibilities.
  • 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. Awkward
    Awkward is an American teen comedy-drama television series that follows the social and personal struggles of a high school girl after an embarrassing accident is mistaken for a suicide attempt.
  • C. My Unfortunate Erection (Chip’s Lament)
    "My Unfortunate Erection (Chip’s Lament)" is a comedic solo song from the musical *The 25th Annual Putnam County Spelling Bee*, in which the character Chip Tolentino humorously laments an ill-timed bout of teenage arousal during the spelling competition.
  • D. Chuck (short film)
    Chuck is a short film best known for featuring actress Sadie Sink in a prominent role.
  • E. short film Afuera
    "short film Afuera" is a short film created by writer-director Steven Canals, known for exploring themes of identity and marginalized communities.
  • 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_69d822e283fc8190a0e4c235cf880052 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb54c69f8819080a37161deecfba8 completed April 14, 2026, 9:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69fdd5e63e6c8190ba67776719f2ff0c completed May 8, 2026, 12:24 p.m.
NEDg Description generation batch_69fdda3510bc8190b12783ded11b5796 completed May 8, 2026, 12:42 p.m.
NED2 Entity disambiguation (via description) batch_69fddaa56f4c8190ba56af6a7a56a201 completed May 8, 2026, 12:44 p.m.
Created at: April 10, 2026, 1:27 a.m.