Triple

T161966
Position Surface form Disambiguated ID Type / Status
Subject Margaret Atwood E3306 entity
Predicate notableWork P4 FINISHED
Object The Handmaid's Tale
The Handmaid's Tale is a dystopian novel depicting a theocratic regime that strips women of their rights, widely acclaimed for its feminist themes and chilling political commentary.
 E19697 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 Handmaid's Tale | Statement: [Margaret Atwood, notableWork, The Handmaid's Tale]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Handmaid's Tale
Context triple: [Margaret Atwood, notableWork, The Handmaid's Tale]
  • A. The Looming Tower
    The Looming Tower is a critically acclaimed non-fiction book by Lawrence Wright that traces the rise of al-Qaeda and the events leading up to the September 11, 2001 terrorist attacks.
  • B. The Wife
    "The Wife" is a sentimental short story by Washington Irving that explores themes of love, loyalty, and devotion within marriage.
  • C. Shirley
    Shirley is a small town in north-central Massachusetts served by commuter rail on the MBTA Fitchburg Line.
  • D. Shirley
    Shirley is the given name of Shirley Ann Jackson, a prominent American physicist and trailblazing academic leader.
  • E. Sula
    Sula is a 1973 novel by American author Toni Morrison that explores Black female friendship, community, and identity in a small Ohio town.
  • 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 Handmaid's Tale
Triple: [Margaret Atwood, notableWork, The Handmaid's Tale]
Generated description
The Handmaid's Tale is a dystopian novel depicting a theocratic regime that strips women of their rights, widely acclaimed for its feminist themes and chilling political commentary.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: The Handmaid's Tale
Target entity description: The Handmaid's Tale is a dystopian novel depicting a theocratic regime that strips women of their rights, widely acclaimed for its feminist themes and chilling political commentary.
  • A. The Looming Tower
    The Looming Tower is a critically acclaimed non-fiction book by Lawrence Wright that traces the rise of al-Qaeda and the events leading up to the September 11, 2001 terrorist attacks.
  • B. The Wife
    "The Wife" is a sentimental short story by Washington Irving that explores themes of love, loyalty, and devotion within marriage.
  • C. Shirley
    Shirley is a small town in north-central Massachusetts served by commuter rail on the MBTA Fitchburg Line.
  • D. Shirley
    Shirley is the given name of Shirley Ann Jackson, a prominent American physicist and trailblazing academic leader.
  • E. Sula
    Sula is a 1973 novel by American author Toni Morrison that explores Black female friendship, community, and identity in a small Ohio town.
  • 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_69a2527757ec819090b8becb2cf1a862 completed Feb. 28, 2026, 2:27 a.m.
NER Named-entity recognition batch_69a2585877648190a2ec320182a69343 completed Feb. 28, 2026, 2:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2d4cca80081909640201b3184e159 completed Feb. 28, 2026, 11:43 a.m.
NEDg Description generation batch_69a2d5a12f5881908dd67ded22e9261d completed Feb. 28, 2026, 11:46 a.m.
NED2 Entity disambiguation (via description) batch_69a2d6071a288190ab01100c7866fad3 completed Feb. 28, 2026, 11:48 a.m.
Created at: Feb. 28, 2026, 2:31 a.m.