Triple

T3759300
Position Surface form Disambiguated ID Type / Status
Subject Ready Player One E82123 entity
Predicate authorOfSourceMaterial P2806 FINISHED
Object Ernest Cline
Ernest Cline is an American novelist and screenwriter best known for his pop culture–laden science fiction works, including the bestseller "Ready Player One."
 E387007 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: Ernest Cline | Statement: [Ready Player One, authorOfSourceMaterial, Ernest Cline]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ernest Cline
Context triple: [Ready Player One, authorOfSourceMaterial, Ernest Cline]
  • A. Andy Weir
    Andy Weir is an American science fiction author best known for his hard-science survival novel "The Martian," which was adapted into a successful feature film.
  • B. James Dashner
    James Dashner is an American author best known for writing the young adult dystopian science fiction series "The Maze Runner."
  • C. John Scalzi
    John Scalzi is an American science fiction author and blogger best known for his novel "Old Man's War" and his influential online writing on the blog Whatever.
  • D. Patrick Ness
    Patrick Ness is an acclaimed American-born British author best known for his young adult novels such as the "Chaos Walking" trilogy and "A Monster Calls."
  • E. Ben Bova
    Ben Bova was an American science fiction author and editor renowned for his hard science fiction novels and influential leadership roles at magazines like Analog and Omni.
  • 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: Ernest Cline
Triple: [Ready Player One, authorOfSourceMaterial, Ernest Cline]
Generated description
Ernest Cline is an American novelist and screenwriter best known for his pop culture–laden science fiction works, including the bestseller "Ready Player One."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ernest Cline
Target entity description: Ernest Cline is an American novelist and screenwriter best known for his pop culture–laden science fiction works, including the bestseller "Ready Player One."
  • A. Andy Weir
    Andy Weir is an American science fiction author best known for his hard-science survival novel "The Martian," which was adapted into a successful feature film.
  • B. James Dashner
    James Dashner is an American author best known for writing the young adult dystopian science fiction series "The Maze Runner."
  • C. John Scalzi
    John Scalzi is an American science fiction author and blogger best known for his novel "Old Man's War" and his influential online writing on the blog Whatever.
  • D. Patrick Ness
    Patrick Ness is an acclaimed American-born British author best known for his young adult novels such as the "Chaos Walking" trilogy and "A Monster Calls."
  • E. Ben Bova
    Ben Bova was an American science fiction author and editor renowned for his hard science fiction novels and influential leadership roles at magazines like Analog and Omni.
  • 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_69ad8b1db40081908b61ffa6b78afd4d completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adcbc20b20819095fedf803aadc53a completed March 8, 2026, 7:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4e5133ba48190a18ea170e3b9e1cd completed March 14, 2026, 4:33 a.m.
NEDg Description generation batch_69b4e62d284881908531b93645649f45 completed March 14, 2026, 4:38 a.m.
NED2 Entity disambiguation (via description) batch_69b4ea2b19e48190864d2114603865ed completed March 14, 2026, 4:55 a.m.
Created at: March 8, 2026, 3:35 p.m.