Triple

T22090441
Position Surface form Disambiguated ID Type / Status
Subject Fatman E545898 entity
Predicate director P255 FINISHED
Object Eshom Nelms
Eshom Nelms is a filmmaker best known as one half of the Nelms brothers directing duo behind the darkly comedic action film "Fatman."
E1519597 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: Eshom Nelms | Statement: [Fatman, director, Eshom Nelms]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Eshom Nelms
Context triple: [Fatman, director, Eshom Nelms]
  • A. Shilo Wallace
    Shilo Wallace is the sheltered, sickly teenage heroine of the rock opera film "Repo! The Genetic Opera," whose search for truth entangles her in a dystopian world of organ repossessions and family secrets.
  • B. August Boatwright
    August Boatwright is a wise, nurturing African American beekeeper and matriarch in Sue Monk Kidd’s novel "The Secret Life of Bees," who provides guidance and refuge to the protagonist.
  • C. Charley Pell
    Charley Pell was an American college football coach best known for revitalizing the University of Florida’s football program in the late 1970s and early 1980s before his tenure ended amid major NCAA rules violations.
  • D. Sam Lockwood
    Sam Lockwood is a central protagonist in the TV series "Awake," around whom much of the show's dual-reality narrative revolves.
  • E. Hut Stricklin
    Hut Stricklin is an American former NASCAR driver best known for his long Cup Series career and his association with the famed Alabama Gang racing group.
  • 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: Eshom Nelms
Triple: [Fatman, director, Eshom Nelms]
Generated description
Eshom Nelms is a filmmaker best known as one half of the Nelms brothers directing duo behind the darkly comedic action film "Fatman."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Eshom Nelms
Target entity description: Eshom Nelms is a filmmaker best known as one half of the Nelms brothers directing duo behind the darkly comedic action film "Fatman."
  • A. Shilo Wallace
    Shilo Wallace is the sheltered, sickly teenage heroine of the rock opera film "Repo! The Genetic Opera," whose search for truth entangles her in a dystopian world of organ repossessions and family secrets.
  • B. August Boatwright
    August Boatwright is a wise, nurturing African American beekeeper and matriarch in Sue Monk Kidd’s novel "The Secret Life of Bees," who provides guidance and refuge to the protagonist.
  • C. Charley Pell
    Charley Pell was an American college football coach best known for revitalizing the University of Florida’s football program in the late 1970s and early 1980s before his tenure ended amid major NCAA rules violations.
  • D. Sam Lockwood
    Sam Lockwood is a central protagonist in the TV series "Awake," around whom much of the show's dual-reality narrative revolves.
  • E. Hut Stricklin
    Hut Stricklin is an American former NASCAR driver best known for his long Cup Series career and his association with the famed Alabama Gang racing group.
  • 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_69e11e36d03c8190a83a1ba802b7231b completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f128e53dfc81909858cdad8b09c5fb completed April 28, 2026, 9:38 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a8f117f7c8190b34b3bd32eb0e97d completed May 18, 2026, 4:01 a.m.
NEDg Description generation batch_6a0a90ca49c48190b01c88ae7e841cb4 completed May 18, 2026, 4:08 a.m.
NED2 Entity disambiguation (via description) batch_6a0a915bd5748190afc5a5a6e9398564 completed May 18, 2026, 4:11 a.m.
Created at: April 16, 2026, 8:29 p.m.