Triple

T19455995
Position Surface form Disambiguated ID Type / Status
Subject Hemlock Grove E486733 entity
Predicate executiveProducer P7225 FINISHED
Object Lee Shipman
Lee Shipman is a television writer and producer best known for co-creating and executive producing the Netflix horror series "Hemlock Grove."
E1376544 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: Lee Shipman | Statement: [Hemlock Grove, executiveProducer, Lee Shipman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lee Shipman
Context triple: [Hemlock Grove, executiveProducer, Lee Shipman]
  • A. John Shipton
    John Shipton is an Australian activist best known as the father of WikiLeaks founder Julian Assange and a prominent campaigner for his son's freedom.
  • B. Robin Heald
    Robin Heald is the wife of American actor Anthony Heald, known for her long-term marriage to the stage and screen performer.
  • C. Robin Hoctor
    Robin Hoctor is an American singer and dancer best known for her performances as a member of the television musical troupe The Golddiggers.
  • D. George Etheredge
    George Etheredge is an alternative spelling of Sir George Etherege, the 17th-century English dramatist best known for his Restoration comedies.
  • E. Lee Marrow
    Lee Marrow is an Italian music producer and DJ best known for his influential work in 1990s Eurodance, including creating the sound behind Corona’s hit "The Rhythm of the Night."
  • 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: Lee Shipman
Triple: [Hemlock Grove, executiveProducer, Lee Shipman]
Generated description
Lee Shipman is a television writer and producer best known for co-creating and executive producing the Netflix horror series "Hemlock Grove."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lee Shipman
Target entity description: Lee Shipman is a television writer and producer best known for co-creating and executive producing the Netflix horror series "Hemlock Grove."
  • A. John Shipton
    John Shipton is an Australian activist best known as the father of WikiLeaks founder Julian Assange and a prominent campaigner for his son's freedom.
  • B. Robin Heald
    Robin Heald is the wife of American actor Anthony Heald, known for her long-term marriage to the stage and screen performer.
  • C. Robin Hoctor
    Robin Hoctor is an American singer and dancer best known for her performances as a member of the television musical troupe The Golddiggers.
  • D. George Etheredge
    George Etheredge is an alternative spelling of Sir George Etherege, the 17th-century English dramatist best known for his Restoration comedies.
  • E. Lee Marrow
    Lee Marrow is an Italian music producer and DJ best known for his influential work in 1990s Eurodance, including creating the sound behind Corona’s hit "The Rhythm of the Night."
  • 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_69d8e8d86d608190bd199a98d0297f27 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e633c2b1108190b492ca23487b91f8 completed April 20, 2026, 2:10 p.m.
NED1 Entity disambiguation (via context triple) batch_6a073b386590819087632ce0b7375c58 completed May 15, 2026, 3:26 p.m.
NEDg Description generation batch_6a073c61707081909c25daa85176cdf4 completed May 15, 2026, 3:31 p.m.
NED2 Entity disambiguation (via description) batch_6a073cd498788190bc1d725aeff54c07 completed May 15, 2026, 3:33 p.m.
Created at: April 10, 2026, 1:38 p.m.