Triple

T4805628
Position Surface form Disambiguated ID Type / Status
Subject Stephen Baxter E106938 entity
Predicate notableWork P4 FINISHED
Object Bronze Summer
Bronze Summer is a science fiction novel by Stephen Baxter that continues his alternate prehistory Northland series, exploring a world where advanced Neolithic civilizations endure into a radically different Bronze Age.
E469530 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: Bronze Summer | Statement: [Stephen Baxter, notableWork, Bronze Summer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bronze Summer
Context triple: [Stephen Baxter, notableWork, Bronze Summer]
  • A. The Gold and the Blue
    The Gold and the Blue is a two-volume memoir by former University of California president Clark Kerr, chronicling the history, politics, and transformation of the UC system in the mid-20th century.
  • B. Infants of the Spring
    Infants of the Spring is a satirical novel by Harlem Renaissance writer Wallace Thurman that critiques the artistic and social life of 1920s Harlem.
  • C. The Ornaments of Gold
    The Ornaments of Gold is the English rendering of the Arabic title "Az-Zukhruf," referring to the 43rd chapter of the Qur’an, which discusses themes of worldly adornment versus true spiritual value.
  • D. El Verano
    El Verano is a small community in California’s Sonoma Valley, known for its residential character and proximity to the region’s wineries and historic towns.
  • E. Crucible of Gold
    Crucible of Gold is a historical fantasy novel in Naomi Novik’s Temeraire series, blending Napoleonic-era warfare with sentient dragons and alternate history adventure.
  • 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: Bronze Summer
Triple: [Stephen Baxter, notableWork, Bronze Summer]
Generated description
Bronze Summer is a science fiction novel by Stephen Baxter that continues his alternate prehistory Northland series, exploring a world where advanced Neolithic civilizations endure into a radically different Bronze Age.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bronze Summer
Target entity description: Bronze Summer is a science fiction novel by Stephen Baxter that continues his alternate prehistory Northland series, exploring a world where advanced Neolithic civilizations endure into a radically different Bronze Age.
  • A. The Gold and the Blue
    The Gold and the Blue is a two-volume memoir by former University of California president Clark Kerr, chronicling the history, politics, and transformation of the UC system in the mid-20th century.
  • B. Infants of the Spring
    Infants of the Spring is a satirical novel by Harlem Renaissance writer Wallace Thurman that critiques the artistic and social life of 1920s Harlem.
  • C. The Ornaments of Gold
    The Ornaments of Gold is the English rendering of the Arabic title "Az-Zukhruf," referring to the 43rd chapter of the Qur’an, which discusses themes of worldly adornment versus true spiritual value.
  • D. El Verano
    El Verano is a small community in California’s Sonoma Valley, known for its residential character and proximity to the region’s wineries and historic towns.
  • E. Crucible of Gold
    Crucible of Gold is a historical fantasy novel in Naomi Novik’s Temeraire series, blending Napoleonic-era warfare with sentient dragons and alternate history adventure.
  • 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_69bd43f6a1e08190bf0a372bfc336ee5 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6c678e58819094cdf18d8c5ea96f completed March 20, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69be440706888190a5f62bef629d3777 completed March 21, 2026, 7:08 a.m.
NEDg Description generation batch_69be45e0c5a48190b9e390048c863f06 completed March 21, 2026, 7:16 a.m.
NED2 Entity disambiguation (via description) batch_69be46ef17588190a9bc179029e0a6a0 completed March 21, 2026, 7:21 a.m.
Created at: March 20, 2026, 1:23 p.m.