Triple

T21428112
Position Surface form Disambiguated ID Type / Status
Subject The Creator E528613 entity
Predicate follows P134 FINISHED
Object Joshua, a former special forces agent
Joshua is a highly trained former special forces operative whose elite military background defines his skills, discipline, and tactical expertise.
E1484100 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: Joshua, a former special forces agent | Statement: [The Creator, follows, Joshua, a former special forces agent]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Joshua, a former special forces agent
Context triple: [The Creator, follows, Joshua, a former special forces agent]
  • A. Ben Logan – former CIA operative
    Ben Logan is the protagonist of the 2012 action thriller "The Expatriate," a skilled former CIA operative forced to protect his daughter while uncovering a deadly international conspiracy.
  • B. Army Officer Creed
    The Army Officer Creed is a formal statement of the values, responsibilities, and ethical standards expected of commissioned officers in the United States Army.
  • C. Jack Reacher
    Jack Reacher is a fictional former U.S. Army military police major turned wandering vigilante hero, created by author Lee Child and featured in a popular series of thriller novels and film and television adaptations.
  • D. Jocko Sims
    Jocko Sims is an American actor best known for his role as Dr. Floyd Reynolds on the medical drama series "New Amsterdam."
  • E. John "Soap" MacTavish
    John "Soap" MacTavish is a prominent Scottish special forces operative and fan-favorite playable character in the Call of Duty: Modern Warfare series, known for his combat skills and key role in the overarching storyline.
  • 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: Joshua, a former special forces agent
Triple: [The Creator, follows, Joshua, a former special forces agent]
Generated description
Joshua is a highly trained former special forces operative whose elite military background defines his skills, discipline, and tactical expertise.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Joshua, a former special forces agent
Target entity description: Joshua is a highly trained former special forces operative whose elite military background defines his skills, discipline, and tactical expertise.
  • A. Ben Logan – former CIA operative
    Ben Logan is the protagonist of the 2012 action thriller "The Expatriate," a skilled former CIA operative forced to protect his daughter while uncovering a deadly international conspiracy.
  • B. Army Officer Creed
    The Army Officer Creed is a formal statement of the values, responsibilities, and ethical standards expected of commissioned officers in the United States Army.
  • C. Jack Reacher
    Jack Reacher is a fictional former U.S. Army military police major turned wandering vigilante hero, created by author Lee Child and featured in a popular series of thriller novels and film and television adaptations.
  • D. Jocko Sims
    Jocko Sims is an American actor best known for his role as Dr. Floyd Reynolds on the medical drama series "New Amsterdam."
  • E. John "Soap" MacTavish
    John "Soap" MacTavish is a prominent Scottish special forces operative and fan-favorite playable character in the Call of Duty: Modern Warfare series, known for his combat skills and key role in the overarching storyline.
  • 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_69e0c455f3688190810bc96365791b0f completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69e8b3e74bcc81909ad66e3c59152ffc completed April 22, 2026, 11:41 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09c2aa56b081909ddfc07b7b5fd60e completed May 17, 2026, 1:29 p.m.
NEDg Description generation batch_6a09c3a036408190a759223303268183 completed May 17, 2026, 1:33 p.m.
NED2 Entity disambiguation (via description) batch_6a09c49aa5b881908ac2e920684a9fa2 completed May 17, 2026, 1:37 p.m.
Created at: April 16, 2026, 5:49 p.m.