Triple

T9471369
Position Surface form Disambiguated ID Type / Status
Subject Larry Murphy E228397 entity
Predicate portrayedInUSNationalTourBy P76888 FINISHED
Object John Hemphill
John Hemphill is an American stage actor known for performing in the U.S. national tour of the musical "The Book of Mormon," where he portrayed the character Larry Murphy.
 E828165 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: John Hemphill | Statement: [Larry Murphy, portrayedInUSNationalTourBy, John Hemphill]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Hemphill
Context triple: [Larry Murphy, portrayedInUSNationalTourBy, John Hemphill]
  • A. Henry McDaniel
    Henry McDaniel was the father of Academy Award–winning actress Hattie McDaniel, known primarily in historical records for this parental connection.
  • B. John Milledge
    John Milledge was an American politician and statesman who served as governor of Georgia and a U.S. congressman in the early 19th century.
  • C. Anthony McHenry
    Anthony McHenry is an American professional basketball player best known for his long, successful career in Japan’s B.League, particularly as a key contributor to the Ryukyu Golden Kings.
  • D. Henry Parrish
    Henry Parrish is a central antagonist in the TV series "Sleepy Hollow," revealed as the Horseman of War and the estranged son of Ichabod Crane and Katrina.
  • E. James Mullen
    James Mullen is a notable individual distinguished enough to be specifically recognized as a prominent bearer of the surname Mullen.
  • 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: John Hemphill
Triple: [Larry Murphy, portrayedInUSNationalTourBy, John Hemphill]
Generated description
John Hemphill is an American stage actor known for performing in the U.S. national tour of the musical "The Book of Mormon," where he portrayed the character Larry Murphy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Hemphill
Target entity description: John Hemphill is an American stage actor known for performing in the U.S. national tour of the musical "The Book of Mormon," where he portrayed the character Larry Murphy.
  • A. Henry McDaniel
    Henry McDaniel was the father of Academy Award–winning actress Hattie McDaniel, known primarily in historical records for this parental connection.
  • B. John Milledge
    John Milledge was an American politician and statesman who served as governor of Georgia and a U.S. congressman in the early 19th century.
  • C. Anthony McHenry
    Anthony McHenry is an American professional basketball player best known for his long, successful career in Japan’s B.League, particularly as a key contributor to the Ryukyu Golden Kings.
  • D. Henry Parrish
    Henry Parrish is a central antagonist in the TV series "Sleepy Hollow," revealed as the Horseman of War and the estranged son of Ichabod Crane and Katrina.
  • E. James Mullen
    James Mullen is a notable individual distinguished enough to be specifically recognized as a prominent bearer of the surname Mullen.
  • 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_69ca847162c48190b079076c9595513c completed March 30, 2026, 2:10 p.m.
NER Named-entity recognition batch_69cd7fef6f288190b2d158c829b31de9 completed April 1, 2026, 8:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1eab0860c819091b0169f82eac47f completed April 5, 2026, 4:53 a.m.
NEDg Description generation batch_69d1edda5b748190a0d7a1449cad2f68 completed April 5, 2026, 5:06 a.m.
NED2 Entity disambiguation (via description) batch_69d1ee6545208190baedf170f129ae84 completed April 5, 2026, 5:08 a.m.
Created at: March 30, 2026, 7:54 p.m.