Triple

T10723978
Position Surface form Disambiguated ID Type / Status
Subject Left Behind series E252890 entity
Predicate hasPart P35 FINISHED
Object The Remnant
The Remnant is one of the later apocalyptic novels in the Christian fiction "Left Behind" series, following the struggles of remaining believers during the Great Tribulation.
 E882285 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: The Remnant | Statement: [Left Behind series, hasPart, The Remnant]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Remnant
Context triple: [Left Behind series, hasPart, The Remnant]
  • A. Saviors
    The Saviors are a ruthless, authoritarian group of survivors in The Walking Dead universe, led by Negan and known for extorting and terrorizing other communities in the post-apocalyptic world.
  • B. Saviors
    Saviors is a musical act featured in the "Living in the ’20s" setting, known for its period-style performances evocative of 1920s entertainment.
  • C. Saviors
    Saviors is a musical group or act best known for creating and performing the song "Father to a Son."
  • D. Saviors
    Saviors is a studio album by Green Day frontman Billie Joe Armstrong’s band, known for its politically charged punk rock sound and socially conscious themes.
  • E. Saviors
    Saviors is an album titled "Goodnight Adeline."
  • 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: The Remnant
Triple: [Left Behind series, hasPart, The Remnant]
Generated description
The Remnant is one of the later apocalyptic novels in the Christian fiction "Left Behind" series, following the struggles of remaining believers during the Great Tribulation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: The Remnant
Target entity description: The Remnant is one of the later apocalyptic novels in the Christian fiction "Left Behind" series, following the struggles of remaining believers during the Great Tribulation.
  • A. Saviors
    The Saviors are a ruthless, authoritarian group of survivors in The Walking Dead universe, led by Negan and known for extorting and terrorizing other communities in the post-apocalyptic world.
  • B. Saviors
    Saviors is a musical act featured in the "Living in the ’20s" setting, known for its period-style performances evocative of 1920s entertainment.
  • C. Saviors
    Saviors is a musical group or act best known for creating and performing the song "Father to a Son."
  • D. Saviors
    Saviors is a studio album by Green Day frontman Billie Joe Armstrong’s band, known for its politically charged punk rock sound and socially conscious themes.
  • E. Saviors
    Saviors is an album titled "Goodnight Adeline."
  • 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_69d6aa5d8be481909a43218b2bfdbe95 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d70d46234081908e147638d0cb7e22 completed April 9, 2026, 2:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69dbb741a174819098aafac90d29d50a completed April 12, 2026, 3:16 p.m.
NEDg Description generation batch_69dbbbe545748190b2bdbc3a75224eb0 completed April 12, 2026, 3:36 p.m.
NED2 Entity disambiguation (via description) batch_69dbc59b315081909362892f5b989d25 completed April 12, 2026, 4:17 p.m.
Created at: April 8, 2026, 9:14 p.m.