Triple

T12091461
Position Surface form Disambiguated ID Type / Status
Subject L. Timmel Duchamp E287950 entity
Predicate notableWork P4 FINISHED
Object The Marq’ssan Cycle
The Marq’ssan Cycle is a feminist science fiction series by L. Timmel Duchamp that explores political resistance, social transformation, and alien contact in a near-future dystopian Earth.
E966031 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: The Marq’ssan Cycle | Statement: [L. Timmel Duchamp, notableWork, The Marq’ssan Cycle]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Marq’ssan Cycle
Context triple: [L. Timmel Duchamp, notableWork, The Marq’ssan Cycle]
  • A. Beneath the Wheel
    Beneath the Wheel is a semi-autobiographical novel by Hermann Hesse that critiques rigid educational systems through the tragic story of a gifted boy crushed by societal expectations.
  • B. Beyond the Wheel
    "Beyond the Wheel" is a song by the American rock band Soundgarden, featured on their debut studio album "Ultramega OK."
  • C. The Mark
    The Mark is a 2003 thriller film about a man who becomes the target of a deadly conspiracy after waking up with a mysterious mark on his arm.
  • D. The Wheel
    The Wheel is a prominent observation wheel attraction at ICON Park in Orlando, offering panoramic views of the city and surrounding area.
  • E. The Wheel
    "The Wheel" is a poem featured within W.B. Yeats's collection "The Tower," reflecting his characteristic themes of time, change, and the cyclical nature of life.
  • 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: The Marq’ssan Cycle
Triple: [L. Timmel Duchamp, notableWork, The Marq’ssan Cycle]
Generated description
The Marq’ssan Cycle is a feminist science fiction series by L. Timmel Duchamp that explores political resistance, social transformation, and alien contact in a near-future dystopian Earth.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Marq’ssan Cycle
Target entity description: The Marq’ssan Cycle is a feminist science fiction series by L. Timmel Duchamp that explores political resistance, social transformation, and alien contact in a near-future dystopian Earth.
  • A. Beneath the Wheel
    Beneath the Wheel is a semi-autobiographical novel by Hermann Hesse that critiques rigid educational systems through the tragic story of a gifted boy crushed by societal expectations.
  • B. Beyond the Wheel
    "Beyond the Wheel" is a song by the American rock band Soundgarden, featured on their debut studio album "Ultramega OK."
  • C. The Mark
    The Mark is a 2003 thriller film about a man who becomes the target of a deadly conspiracy after waking up with a mysterious mark on his arm.
  • D. The Wheel
    The Wheel is a prominent observation wheel attraction at ICON Park in Orlando, offering panoramic views of the city and surrounding area.
  • E. The Wheel
    "The Wheel" is a poem featured within W.B. Yeats's collection "The Tower," reflecting his characteristic themes of time, change, and the cyclical nature of life.
  • 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_69d6ab4964708190850585628b287b0c completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9151797988190b0d007ea806bcf02 completed April 10, 2026, 3:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f66d1b44819091f638d2a621ecde completed May 2, 2026, 1:04 p.m.
NEDg Description generation batch_69f600b6769481909d0308c8f77b2ef3 completed May 2, 2026, 1:48 p.m.
NED2 Entity disambiguation (via description) batch_69f601ef0a9c8190ac922562a8856def completed May 2, 2026, 1:53 p.m.
Created at: April 8, 2026, 9:48 p.m.