Triple

T9790106
Position Surface form Disambiguated ID Type / Status
Subject Bleed for This E237584 entity
Predicate producer P490 FINISHED
Object Chad A. Verdi
Chad A. Verdi is an American film producer and businessman known for financing and producing independent and biographical feature films.
 E821598 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: Chad A. Verdi | Statement: [Bleed for This, producer, Chad A. Verdi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chad A. Verdi
Context triple: [Bleed for This, producer, Chad A. Verdi]
  • A. Chad W. Murray
    Chad W. Murray is an American television producer and occasional actor, best known for his behind-the-scenes work on series such as "NCIS."
  • B. Chad L. Coleman
    Chad L. Coleman is an American actor best known for his roles as Tyreese on "The Walking Dead" and Dennis "Cutty" Wise on "The Wire."
  • C. Chad Coleman
    Chad Coleman is an American actor best known for his roles as Tyreese on "The Walking Dead" and Dennis "Cutty" Wise on "The Wire."
  • D. Chad Hicks
    Chad Hicks is a notable individual recognized for achievements significant enough to be distinctly associated with the surname Hicks.
  • E. Chad M. Rienstra
    Chad M. Rienstra is an American chemist and biophysicist known for his contributions to solid-state nuclear magnetic resonance (NMR) spectroscopy and its applications to protein structure determination.
  • 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: Chad A. Verdi
Triple: [Bleed for This, producer, Chad A. Verdi]
Generated description
Chad A. Verdi is an American film producer and businessman known for financing and producing independent and biographical feature films.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chad A. Verdi
Target entity description: Chad A. Verdi is an American film producer and businessman known for financing and producing independent and biographical feature films.
  • A. Chad W. Murray
    Chad W. Murray is an American television producer and occasional actor, best known for his behind-the-scenes work on series such as "NCIS."
  • B. Chad L. Coleman
    Chad L. Coleman is an American actor best known for his roles as Tyreese on "The Walking Dead" and Dennis "Cutty" Wise on "The Wire."
  • C. Chad Coleman
    Chad Coleman is an American actor best known for his roles as Tyreese on "The Walking Dead" and Dennis "Cutty" Wise on "The Wire."
  • D. Chad Hicks
    Chad Hicks is a notable individual recognized for achievements significant enough to be distinctly associated with the surname Hicks.
  • E. Chad M. Rienstra
    Chad M. Rienstra is an American chemist and biophysicist known for his contributions to solid-state nuclear magnetic resonance (NMR) spectroscopy and its applications to protein structure determination.
  • 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_69ca84dc04488190b9c91193976c0960 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cda215b3108190a897552e1dc91cc4 completed April 1, 2026, 10:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1c42c9fe081908145911cad6723c2 completed April 5, 2026, 2:08 a.m.
NEDg Description generation batch_69d1c4eb7a0481908bbd72f6d28d4746 completed April 5, 2026, 2:11 a.m.
NED2 Entity disambiguation (via description) batch_69d1c5c0e6e88190bbf6eb379e6d1aa3 completed April 5, 2026, 2:15 a.m.
Created at: March 30, 2026, 8:28 p.m.