Triple

T4467141
Position Surface form Disambiguated ID Type / Status
Subject Peter F. Hamilton E98405 entity
Predicate notableWork P4 FINISHED
Object Commonwealth Saga
The Commonwealth Saga is a sprawling space opera book series by Peter F. Hamilton that explores human expansion, advanced technology, and interstellar conflict in a richly detailed future universe.
E441539 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: Commonwealth Saga | Statement: [Peter F. Hamilton, notableWork, Commonwealth Saga]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Commonwealth Saga
Context triple: [Peter F. Hamilton, notableWork, Commonwealth Saga]
  • A. Heart of the Commonwealth
    Heart of the Commonwealth is a nickname for Worcester, Massachusetts, reflecting its central location and historical importance within the state.
  • B. Crown and Country
    Crown and Country is a British television documentary series in which historian David Starkey explores the history of the British monarchy through its castles, palaces, and historic sites.
  • C. The Mulberry Empire
    The Mulberry Empire is a historical novel by Philip Hensher that explores British imperial ambitions and cultural clashes in 19th-century Central Asia.
  • D. The Great Commoner
    The Great Commoner was the popular nickname of William Pitt the Elder, a prominent 18th-century British statesman celebrated for his leadership during the Seven Years' War and his advocacy for parliamentary reform.
  • E. The Hundred
    The Hundred is a professional 100-ball cricket competition in England and Wales featuring city-based franchise teams and a fast-paced, entertainment-focused format.
  • 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: Commonwealth Saga
Triple: [Peter F. Hamilton, notableWork, Commonwealth Saga]
Generated description
The Commonwealth Saga is a sprawling space opera book series by Peter F. Hamilton that explores human expansion, advanced technology, and interstellar conflict in a richly detailed future universe.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Commonwealth Saga
Target entity description: The Commonwealth Saga is a sprawling space opera book series by Peter F. Hamilton that explores human expansion, advanced technology, and interstellar conflict in a richly detailed future universe.
  • A. Heart of the Commonwealth
    Heart of the Commonwealth is a nickname for Worcester, Massachusetts, reflecting its central location and historical importance within the state.
  • B. Crown and Country
    Crown and Country is a British television documentary series in which historian David Starkey explores the history of the British monarchy through its castles, palaces, and historic sites.
  • C. The Mulberry Empire
    The Mulberry Empire is a historical novel by Philip Hensher that explores British imperial ambitions and cultural clashes in 19th-century Central Asia.
  • D. The Great Commoner
    The Great Commoner was the popular nickname of William Pitt the Elder, a prominent 18th-century British statesman celebrated for his leadership during the Seven Years' War and his advocacy for parliamentary reform.
  • E. The Hundred
    The Hundred is a professional 100-ball cricket competition in England and Wales featuring city-based franchise teams and a fast-paced, entertainment-focused format.
  • 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_69b3454b4ae481908967426dd37284d6 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3569a38e88190a8d590931c4a7c96 completed March 13, 2026, 12:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69b628665ba4819095d5ab205dd852d7 completed March 15, 2026, 3:32 a.m.
NEDg Description generation batch_69b62954b77c8190968f844514656415 completed March 15, 2026, 3:36 a.m.
NED2 Entity disambiguation (via description) batch_69b62a0cd92c8190a9eee2a9d73fb679 completed March 15, 2026, 3:39 a.m.
Created at: March 12, 2026, 11:34 p.m.