Triple

T25076047
Position Surface form Disambiguated ID Type / Status
Subject A Civil Campaign E628049 entity
Predicate hasDedicationOrMotto P141177 FINISHED
Object A Comedy of Biology and Manners
"A Comedy of Biology and Manners" is the playful subtitle of Lois McMaster Bujold’s science fiction novel *A Civil Campaign*, highlighting its blend of romantic comedy, social satire, and genetic engineering themes.
 E1664412 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: A Comedy of Biology and Manners | Statement: [A Civil Campaign, hasDedicationOrMotto, A Comedy of Biology and Manners]
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: A Comedy of Biology and Manners
Triple: [A Civil Campaign, hasDedicationOrMotto, A Comedy of Biology and Manners]
Generated description
"A Comedy of Biology and Manners" is the playful subtitle of Lois McMaster Bujold’s science fiction novel *A Civil Campaign*, highlighting its blend of romantic comedy, social satire, and genetic engineering themes.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: hasDedicationOrMotto
Context triple: [A Civil Campaign, hasDedicationOrMotto, A Comedy of Biology and Manners]
  • A. hasMottoDepiction
    Indicates that something visually represents or depicts the motto associated with an entity.
  • B. hasMottoSymbol
    Indicates that an entity’s motto is represented or accompanied by a particular symbol.
  • C. mottoInscription
    Indicates that a particular motto is inscribed on or associated as an inscription with an entity.
  • D. mottoIncluded chosen
    Indicates that a motto is present as part of, or associated with, the referenced entity.
  • E. usesMotto
    Indicates that one entity adopts or employs a particular motto as its guiding phrase or slogan.
  • 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_69e2ff2e73f881909992bf3eda5c25cb completed April 18, 2026, 3:49 a.m.
NER Named-entity recognition batch_69f6562fd3488190be1acd8c526a28d2 completed May 2, 2026, 7:53 p.m.
NED1 Entity disambiguation (via context triple) batch_6a1048de294c8190897bdd9107d961eb completed May 22, 2026, 12:15 p.m.
NEDg Description generation batch_6a104c1f2e448190b0ee1a8c0bca7520 completed May 22, 2026, 12:29 p.m.
NED2 Entity disambiguation (via description) batch_6a104d107b088190aad51efff7bcef1e completed May 22, 2026, 12:33 p.m.
PD Predicate disambiguation batch_69f651a731508190bb0c8c2462eba224 completed May 2, 2026, 7:33 p.m.
Created at: April 18, 2026, 6:21 a.m.