Triple

T9153309
Position Surface form Disambiguated ID Type / Status
Subject John Scalzi E219642 entity
Predicate hasSeries P1761 FINISHED
Object Lock In series
The Lock In series is a set of near-future science fiction novels by John Scalzi that explore a world transformed by a pandemic that leaves many people fully conscious but unable to move, relying on advanced technology to interact with society.
E782344 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: Lock In series | Statement: [John Scalzi, hasSeries, Lock In series]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lock In series
Context triple: [John Scalzi, hasSeries, Lock In series]
  • A. The Void Trilogy
    The Void Trilogy is a space opera science fiction series by Peter F. Hamilton set in his Commonwealth universe, blending far-future technology, interstellar politics, and a mysterious universe-spanning entity known as the Void.
  • B. Aftermath trilogy
    The Aftermath trilogy is a series of canon Star Wars novels by Chuck Wendig that chronicles the turbulent events following Return of the Jedi and the fall of the Galactic Empire.
  • C. The Interdependency trilogy
    The Interdependency trilogy is a science fiction series by John Scalzi that follows political intrigue, collapsing faster-than-light trade routes, and the struggle to save a far-flung human empire from impending isolation.
  • D. Born series
    The Born series is a perturbative expansion in quantum scattering theory that expresses the scattering amplitude as an infinite series of successive interaction terms.
  • E. Karla Trilogy
    The Karla Trilogy is a celebrated series of Cold War espionage novels by John le Carré that follows British intelligence officer George Smiley’s intricate battle of wits with his Soviet counterpart, Karla.
  • 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: Lock In series
Triple: [John Scalzi, hasSeries, Lock In series]
Generated description
The Lock In series is a set of near-future science fiction novels by John Scalzi that explore a world transformed by a pandemic that leaves many people fully conscious but unable to move, relying on advanced technology to interact with society.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lock In series
Target entity description: The Lock In series is a set of near-future science fiction novels by John Scalzi that explore a world transformed by a pandemic that leaves many people fully conscious but unable to move, relying on advanced technology to interact with society.
  • A. The Void Trilogy
    The Void Trilogy is a space opera science fiction series by Peter F. Hamilton set in his Commonwealth universe, blending far-future technology, interstellar politics, and a mysterious universe-spanning entity known as the Void.
  • B. Aftermath trilogy
    The Aftermath trilogy is a series of canon Star Wars novels by Chuck Wendig that chronicles the turbulent events following Return of the Jedi and the fall of the Galactic Empire.
  • C. The Interdependency trilogy
    The Interdependency trilogy is a science fiction series by John Scalzi that follows political intrigue, collapsing faster-than-light trade routes, and the struggle to save a far-flung human empire from impending isolation.
  • D. Born series
    The Born series is a perturbative expansion in quantum scattering theory that expresses the scattering amplitude as an infinite series of successive interaction terms.
  • E. Karla Trilogy
    The Karla Trilogy is a celebrated series of Cold War espionage novels by John le Carré that follows British intelligence officer George Smiley’s intricate battle of wits with his Soviet counterpart, Karla.
  • 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_69ca83e25418819093c6503deeaf30de completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cca96e323881909cbf4d6708f24f79 completed April 1, 2026, 5:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69d0545c5bb48190b889e6e9ef0448a5 completed April 3, 2026, 11:59 p.m.
NEDg Description generation batch_69d05628d8708190a85437c5051a5a05 completed April 4, 2026, 12:07 a.m.
NED2 Entity disambiguation (via description) batch_69d056e4ad98819086e73edf15aa6210 completed April 4, 2026, 12:10 a.m.
Created at: March 30, 2026, 7:20 p.m.