Triple

T15547627
Position Surface form Disambiguated ID Type / Status
Subject Madeleine Zabriskie Doty E370652 entity
Predicate notable work P4 FINISHED
Object Society's Misfits
"Society's Misfits" is a reform-minded early 20th-century work by journalist and lawyer Madeleine Zabriskie Doty that exposes and critiques the treatment of marginalized people within the American prison and justice systems.
E1163819 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: Society's Misfits | Statement: [Madeleine Zabriskie Doty, notable work, Society's Misfits]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Society's Misfits
Context triple: [Madeleine Zabriskie Doty, notable work, Society's Misfits]
  • A. Outcasts
    Outcasts is a British science fiction television drama series set on a distant planet where a group of human colonists struggle to build a new society after Earth’s destruction.
  • B. Deviants
    The Deviants are monstrous, shape-shifting creatures in the Marvel Cinematic Universe’s "Eternals," serving as the primary antagonistic race that threatens humanity and opposes the Eternals.
  • C. The Maddening
    The Maddening is a 1995 psychological thriller film starring Burt Reynolds as a deranged patriarch who imprisons a young woman and her family.
  • D. The Society of Others
    The Society of Others is a philosophical thriller novel by William Nicholson that follows a disillusioned young man who becomes entangled in political turmoil while traveling through a mysterious Eastern European country.
  • E. Gleaming Misfortune
    Gleaming Misfortune is a named bed curtain associated with the character Hel, likely characterized by a striking yet ominous appearance that reflects her dark, mythic nature.
  • 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: Society's Misfits
Triple: [Madeleine Zabriskie Doty, notable work, Society's Misfits]
Generated description
"Society's Misfits" is a reform-minded early 20th-century work by journalist and lawyer Madeleine Zabriskie Doty that exposes and critiques the treatment of marginalized people within the American prison and justice systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Society's Misfits
Target entity description: "Society's Misfits" is a reform-minded early 20th-century work by journalist and lawyer Madeleine Zabriskie Doty that exposes and critiques the treatment of marginalized people within the American prison and justice systems.
  • A. Outcasts
    Outcasts is a British science fiction television drama series set on a distant planet where a group of human colonists struggle to build a new society after Earth’s destruction.
  • B. Deviants
    The Deviants are monstrous, shape-shifting creatures in the Marvel Cinematic Universe’s "Eternals," serving as the primary antagonistic race that threatens humanity and opposes the Eternals.
  • C. The Maddening
    The Maddening is a 1995 psychological thriller film starring Burt Reynolds as a deranged patriarch who imprisons a young woman and her family.
  • D. The Society of Others
    The Society of Others is a philosophical thriller novel by William Nicholson that follows a disillusioned young man who becomes entangled in political turmoil while traveling through a mysterious Eastern European country.
  • E. Gleaming Misfortune
    Gleaming Misfortune is a named bed curtain associated with the character Hel, likely characterized by a striking yet ominous appearance that reflects her dark, mythic nature.
  • 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_69d85cc6cf40819091f4a5facee1ebe6 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04a9073948190b6e9cf504aacc7cf completed April 16, 2026, 2:33 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff455c172c8190833274cb98667e84 completed May 9, 2026, 2:31 p.m.
NEDg Description generation batch_69ff469e47fc819099d08f780ad81bf5 completed May 9, 2026, 2:37 p.m.
NED2 Entity disambiguation (via description) batch_69ff47aeddac8190a87024019ecb1396 completed May 9, 2026, 2:41 p.m.
Created at: April 10, 2026, 4:08 a.m.