Triple

T14348810
Position Surface form Disambiguated ID Type / Status
Subject Chasing Liberty E355797 entity
Predicate writer P1360 FINISHED
Object Derek Guiley
Derek Guiley is a screenwriter best known for co-writing romantic comedies such as the 2004 film "Chasing Liberty."
E1092800 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: Derek Guiley | Statement: [Chasing Liberty, writer, Derek Guiley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Derek Guiley
Context triple: [Chasing Liberty, writer, Derek Guiley]
  • A. Derren Brown
    Derren Brown is a British illusionist, mentalist, and author known for his psychological magic shows and television specials that explore suggestion, misdirection, and the limits of perception.
  • B. Derek Fell
    Derek Fell was a British-born American garden writer, photographer, and designer known for his prolific books and expertise in ornamental and vegetable gardening.
  • C. Don LaRue
    Don LaRue is an individual notable enough to be recognized as a prominent bearer of the surname LaRue.
  • D. John Stonehouse
    John Stonehouse was a British Labour politician and former cabinet minister best known for faking his own death in 1974 in an attempt to escape financial and legal troubles.
  • E. James Redfield
    James Redfield is an American author best known for writing the spiritual adventure novel "The Celestine Prophecy," which became an international bestseller.
  • 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: Derek Guiley
Triple: [Chasing Liberty, writer, Derek Guiley]
Generated description
Derek Guiley is a screenwriter best known for co-writing romantic comedies such as the 2004 film "Chasing Liberty."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Derek Guiley
Target entity description: Derek Guiley is a screenwriter best known for co-writing romantic comedies such as the 2004 film "Chasing Liberty."
  • A. Derren Brown
    Derren Brown is a British illusionist, mentalist, and author known for his psychological magic shows and television specials that explore suggestion, misdirection, and the limits of perception.
  • B. Derek Fell
    Derek Fell was a British-born American garden writer, photographer, and designer known for his prolific books and expertise in ornamental and vegetable gardening.
  • C. Don LaRue
    Don LaRue is an individual notable enough to be recognized as a prominent bearer of the surname LaRue.
  • D. John Stonehouse
    John Stonehouse was a British Labour politician and former cabinet minister best known for faking his own death in 1974 in an attempt to escape financial and legal troubles.
  • E. James Redfield
    James Redfield is an American author best known for writing the spiritual adventure novel "The Celestine Prophecy," which became an international bestseller.
  • 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_69d82790a7e08190877e2d349b2e8d8e completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de8e8d081c8190ac805726a3e98f4c completed April 14, 2026, 6:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd46a12ad08190a2f0dc5890ed5ce9 completed May 8, 2026, 2:12 a.m.
NEDg Description generation batch_69fd4768edc881909a0c586b6d9568a3 completed May 8, 2026, 2:16 a.m.
NED2 Entity disambiguation (via description) batch_69fd47eb7db08190a68f60b255073d8d completed May 8, 2026, 2:18 a.m.
Created at: April 10, 2026, 1:14 a.m.