Triple

T8244120
Position Surface form Disambiguated ID Type / Status
Subject I Know What You Need E192807 entity
Predicate mainCharacter P1183 FINISHED
Object Ed Hamner Jr.
Ed Hamner Jr. is the manipulative, seemingly perfect college student in Stephen King’s novella “I Know What You Need,” whose uncanny ability to anticipate others’ desires hides a dark and sinister secret.
 E729229 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: Ed Hamner Jr. | Statement: [I Know What You Need, mainCharacter, Ed Hamner Jr.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ed Hamner Jr.
Context triple: [I Know What You Need, mainCharacter, Ed Hamner Jr.]
  • A. John McIntire
    John McIntire was an American character actor known for his distinctive deep voice and roles in Western films and television, as well as voice work in classic Disney animated features.
  • B. Jack B. Sowards
    Jack B. Sowards was an American screenwriter best known for writing the screenplay for the film Star Trek II: The Wrath of Khan.
  • C. Hoyt Hawkins
    Hoyt Hawkins was an American singer best known as a member of the vocal quartet The Jordanaires, who frequently performed and recorded with Elvis Presley.
  • D. Gene Ramey
    Gene Ramey was an American jazz double bassist known for his work in the Kansas City jazz scene and collaborations with leading swing and bebop musicians.
  • E. Steuart Pittman
    Steuart Pittman is a Maryland politician who serves as the county executive of Anne Arundel County, focusing on issues such as responsible development, environmental protection, and public services.
  • 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: Ed Hamner Jr.
Triple: [I Know What You Need, mainCharacter, Ed Hamner Jr.]
Generated description
Ed Hamner Jr. is the manipulative, seemingly perfect college student in Stephen King’s novella “I Know What You Need,” whose uncanny ability to anticipate others’ desires hides a dark and sinister secret.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ed Hamner Jr.
Target entity description: Ed Hamner Jr. is the manipulative, seemingly perfect college student in Stephen King’s novella “I Know What You Need,” whose uncanny ability to anticipate others’ desires hides a dark and sinister secret.
  • A. John McIntire
    John McIntire was an American character actor known for his distinctive deep voice and roles in Western films and television, as well as voice work in classic Disney animated features.
  • B. Jack B. Sowards
    Jack B. Sowards was an American screenwriter best known for writing the screenplay for the film Star Trek II: The Wrath of Khan.
  • C. Hoyt Hawkins
    Hoyt Hawkins was an American singer best known as a member of the vocal quartet The Jordanaires, who frequently performed and recorded with Elvis Presley.
  • D. Gene Ramey
    Gene Ramey was an American jazz double bassist known for his work in the Kansas City jazz scene and collaborations with leading swing and bebop musicians.
  • E. Steuart Pittman
    Steuart Pittman is a Maryland politician who serves as the county executive of Anne Arundel County, focusing on issues such as responsible development, environmental protection, and public services.
  • 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_69ca82de7b8c81908d8106f8a53cff9b completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb78711f5081909c2f357334491a07 completed March 31, 2026, 7:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69cde74c4e6c8190a426139f71689a3e completed April 2, 2026, 3:49 a.m.
NEDg Description generation batch_69cdeb1fa7308190810b1fcc2184374a completed April 2, 2026, 4:05 a.m.
NED2 Entity disambiguation (via description) batch_69cdec3081d88190ad0699f9072d3fc7 completed April 2, 2026, 4:10 a.m.
Created at: March 30, 2026, 5:47 p.m.