Triple

T8244925
Position Surface form Disambiguated ID Type / Status
Subject Silver Hammer Award E192827 entity
Predicate notableRecipient P108 FINISHED
Object Michael Knost
Michael Knost is an American author and editor best known for his work in horror and speculative fiction, particularly within the Appalachian gothic tradition.
 E734087 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: Michael Knost | Statement: [Silver Hammer Award, notableRecipient, Michael Knost]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Michael Knost
Context triple: [Silver Hammer Award, notableRecipient, Michael Knost]
  • A. Paul Knabenshue
    Paul Knabenshue was an American diplomat best known for serving as the first U.S. Ambassador to Iraq in the early 20th century.
  • B. Daniel Knauf
    Daniel Knauf is an American television writer and producer best known for creating the HBO series "Carnivàle."
  • C. Martin Klotz
    Martin Klotz was an Austrian mountaineer known for being one of the first climbers to reach the summit of the Grossglockner, Austria’s highest peak.
  • D. Michael Schiffer
    Michael Schiffer is an American screenwriter and playwright best known for scripting films such as "Lean on Me," "Crimson Tide," and "The Peacemaker."
  • E. Michael Umlauf
    Michael Umlauf was a 19th-century Austrian composer, violinist, and conductor best known for co-conducting the premiere of Beethoven’s Ninth Symphony.
  • 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: Michael Knost
Triple: [Silver Hammer Award, notableRecipient, Michael Knost]
Generated description
Michael Knost is an American author and editor best known for his work in horror and speculative fiction, particularly within the Appalachian gothic tradition.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Michael Knost
Target entity description: Michael Knost is an American author and editor best known for his work in horror and speculative fiction, particularly within the Appalachian gothic tradition.
  • A. Paul Knabenshue
    Paul Knabenshue was an American diplomat best known for serving as the first U.S. Ambassador to Iraq in the early 20th century.
  • B. Daniel Knauf
    Daniel Knauf is an American television writer and producer best known for creating the HBO series "Carnivàle."
  • C. Martin Klotz
    Martin Klotz was an Austrian mountaineer known for being one of the first climbers to reach the summit of the Grossglockner, Austria’s highest peak.
  • D. Michael Schiffer
    Michael Schiffer is an American screenwriter and playwright best known for scripting films such as "Lean on Me," "Crimson Tide," and "The Peacemaker."
  • E. Michael Umlauf
    Michael Umlauf was a 19th-century Austrian composer, violinist, and conductor best known for co-conducting the premiere of Beethoven’s Ninth Symphony.
  • 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_69cb7872f6d481909ea1d3c2aad1a2b1 completed March 31, 2026, 7:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69ce1cc9be088190b2b51281bc2f71bf completed April 2, 2026, 7:37 a.m.
NEDg Description generation batch_69ce1e3a269481908ea191ff28ea1313 completed April 2, 2026, 7:43 a.m.
NED2 Entity disambiguation (via description) batch_69ce1ef9fb208190a50b4d8a595f5fdb completed April 2, 2026, 7:47 a.m.
Created at: March 30, 2026, 5:47 p.m.