Triple

T17710086
Position Surface form Disambiguated ID Type / Status
Subject Commonwealth Saga E441539 entity
Predicate setting P1957 FINISHED
Object Commonwealth universe
The Commonwealth universe is a far-future, spacefaring setting created by Peter F. Hamilton, featuring interstellar human civilizations, advanced technology, and large-scale political and cosmic conflicts.
 E1284055 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 universe | Statement: [Commonwealth Saga, setting, Commonwealth universe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Commonwealth universe
Context triple: [Commonwealth Saga, setting, Commonwealth universe]
  • A. Commonwealth
    The Commonwealth is the post-apocalyptic region encompassing a devastated Boston and surrounding Massachusetts area in the video game Fallout 4.
  • B. Commonwealth
    "Commonwealth" is a critically acclaimed novel by Ann Patchett that traces the intertwined lives of two families over five decades after a chance encounter at a christening party.
  • C. Commonwealth
    The Commonwealth is the federal government of Australia, encompassing national institutions and powers that operate across all Australian states and territories.
  • D. Commonwealth
    Commonwealth is a major residential and commercial district in Quezon City, Metro Manila, known for its wide avenue and dense urban communities.
  • E. MAC Commonwealth
    MAC Commonwealth is an NCAA Division III athletic conference made up of colleges and universities in the Middle Atlantic region of the United States.
  • 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 universe
Triple: [Commonwealth Saga, setting, Commonwealth universe]
Generated description
The Commonwealth universe is a far-future, spacefaring setting created by Peter F. Hamilton, featuring interstellar human civilizations, advanced technology, and large-scale political and cosmic conflicts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Commonwealth universe
Target entity description: The Commonwealth universe is a far-future, spacefaring setting created by Peter F. Hamilton, featuring interstellar human civilizations, advanced technology, and large-scale political and cosmic conflicts.
  • A. Commonwealth
    "Commonwealth" is a critically acclaimed novel by Ann Patchett that traces the intertwined lives of two families over five decades after a chance encounter at a christening party.
  • B. Commonwealth
    The Commonwealth is the post-apocalyptic region encompassing a devastated Boston and surrounding Massachusetts area in the video game Fallout 4.
  • C. Commonwealth
    The Commonwealth is the federal government of Australia, encompassing national institutions and powers that operate across all Australian states and territories.
  • D. Commonwealth
    Commonwealth is a major residential and commercial district in Quezon City, Metro Manila, known for its wide avenue and dense urban communities.
  • E. MAC Commonwealth
    MAC Commonwealth is an NCAA Division III athletic conference made up of colleges and universities in the Middle Atlantic region of the United States.
  • 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_69d8b9ea20b48190ace88bb46b01e6a9 completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e4729a9a9c81908d65ff0bda12c961 completed April 19, 2026, 6:13 a.m.
NED1 Entity disambiguation (via context triple) batch_6a023025ae808190ba3e9a875bfc68e9 completed May 11, 2026, 7:38 p.m.
NEDg Description generation batch_6a023249cfb0819091d3fa8c3089f241 completed May 11, 2026, 7:47 p.m.
NED2 Entity disambiguation (via description) batch_6a0232ce696c81908d0e57ea214f88ce completed May 11, 2026, 7:49 p.m.
Created at: April 10, 2026, 10:05 a.m.