Triple

T20392502
Position Surface form Disambiguated ID Type / Status
Subject Alan Dean Foster E498116 entity
Predicate series P1761 FINISHED
Object Humanx Commonwealth
Humanx Commonwealth is a shared science fiction universe created by Alan Dean Foster, depicting a far-future interstellar alliance between humans and the insectoid Thranx along with numerous other alien species.
 E1428383 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: Humanx Commonwealth | Statement: [Alan Dean Foster, series, Humanx Commonwealth]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Humanx Commonwealth
Context triple: [Alan Dean Foster, series, Humanx Commonwealth]
  • A. Human Commonwealth
    The Human Commonwealth is a vast, interstellar human civilization in Peter F. Hamilton’s science fiction universe, known for its advanced technology, wormhole-linked worlds, and central role in the Commonwealth Saga and Void Trilogy.
  • B. Heart of the Commonwealth
    Heart of the Commonwealth is a nickname for Worcester, Massachusetts, reflecting its central location and historical importance within the state.
  • C. 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.
  • D. Commonwealth
    The Commonwealth is the post-apocalyptic region encompassing a devastated Boston and surrounding Massachusetts area in the video game Fallout 4.
  • E. Commonwealth
    The Commonwealth is a vast interstellar human civilization central to Peter F. Hamilton’s Commonwealth Saga, known for its advanced technology, wormhole-linked worlds, and complex political and military structures.
  • 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: Humanx Commonwealth
Triple: [Alan Dean Foster, series, Humanx Commonwealth]
Generated description
Humanx Commonwealth is a shared science fiction universe created by Alan Dean Foster, depicting a far-future interstellar alliance between humans and the insectoid Thranx along with numerous other alien species.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Humanx Commonwealth
Target entity description: Humanx Commonwealth is a shared science fiction universe created by Alan Dean Foster, depicting a far-future interstellar alliance between humans and the insectoid Thranx along with numerous other alien species.
  • A. Human Commonwealth
    The Human Commonwealth is a vast, interstellar human civilization in Peter F. Hamilton’s science fiction universe, known for its advanced technology, wormhole-linked worlds, and central role in the Commonwealth Saga and Void Trilogy.
  • B. Heart of the Commonwealth
    Heart of the Commonwealth is a nickname for Worcester, Massachusetts, reflecting its central location and historical importance within the state.
  • C. 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.
  • D. Commonwealth
    The Commonwealth is the post-apocalyptic region encompassing a devastated Boston and surrounding Massachusetts area in the video game Fallout 4.
  • E. Commonwealth
    The Commonwealth is a vast interstellar human civilization central to Peter F. Hamilton’s Commonwealth Saga, known for its advanced technology, wormhole-linked worlds, and complex political and military structures.
  • 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_69e0b4a71ebc8190b153a36c738730f4 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e679108b1481909677cf80e8e77e76 completed April 20, 2026, 7:05 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0876260e548190b0ca1cdee28fe72d completed May 16, 2026, 1:50 p.m.
NEDg Description generation batch_6a0877d6b364819080b5e701acea02aa completed May 16, 2026, 1:57 p.m.
NED2 Entity disambiguation (via description) batch_6a08787cfe6c8190881554ead3cfd248 completed May 16, 2026, 2 p.m.
Created at: April 16, 2026, 11:28 a.m.