Triple

T37721706
Position Surface form Disambiguated ID Type / Status
Subject The Haunted Bookshop E939600 entity
Predicate hasRomanticSubplotBetween P150696 FINISHED
Object Aubrey Gilbert and Titania Chapman
Aubrey Gilbert and Titania Chapman are the central romantic couple in Christopher Morley’s novel *The Haunted Bookshop*, whose developing relationship unfolds amid the bookshop’s literary charm and light mystery.
 E2240936 NE FINISHED

How this triple was built (3 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: Aubrey Gilbert and Titania Chapman | Statement: [The Haunted Bookshop, hasRomanticSubplotBetween, Aubrey Gilbert and Titania Chapman]
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: Aubrey Gilbert and Titania Chapman
Triple: [The Haunted Bookshop, hasRomanticSubplotBetween, Aubrey Gilbert and Titania Chapman]
Generated description
Aubrey Gilbert and Titania Chapman are the central romantic couple in Christopher Morley’s novel *The Haunted Bookshop*, whose developing relationship unfolds amid the bookshop’s literary charm and light mystery.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: hasRomanticSubplotBetween
Context triple: [The Haunted Bookshop, hasRomanticSubplotBetween, Aubrey Gilbert and Titania Chapman]
  • A. hasRomanticSubplot chosen
    Indicates that a work includes a secondary storyline centered on a romantic relationship between characters.
  • B. hasRomanticPlotline
    Indicates that there is a romantic storyline or relationship development present between the entities.
  • C. hasRomanticEntanglementInPlot
    Indicates that a romantic relationship or involvement between characters is a significant element within the narrative plot.
  • D. isRomanticLeadOf
    Indicates that one entity serves as the primary romantic partner or love-interest counterpart to another entity within a narrative or story.
  • E. hasRomanticTensionWith
    Indicates a mutual or one-sided romantic attraction or unresolved romantic interest existing between two entities.
  • F. None of above.

Provenance (6 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_69f76edc208c8190bc8b9683f75e1024 completed May 3, 2026, 3:50 p.m.
NER Named-entity recognition batch_69fef3ceef648190b58027c93d757438 completed May 9, 2026, 8:43 a.m.
NED1 Entity disambiguation (via context triple) batch_6a40d67c10a08190910f828ce5008cac completed June 28, 2026, 8:08 a.m.
NEDg Description generation batch_6a40d89fe3988190839b093c3559c73d completed June 28, 2026, 8:17 a.m.
NED2 Entity disambiguation (via description) batch_6a40d9f174f481909c3c8adbe39ac518 completed June 28, 2026, 8:23 a.m.
PD Predicate disambiguation batch_69fef359da2c819091a034387b08821f completed May 9, 2026, 8:42 a.m.
Created at: May 3, 2026, 4:18 p.m.