Triple

T912715
Position Surface form Disambiguated ID Type / Status
Subject The Handmaid's Tale E19697 entity
Predicate mainCharacter P1183 FINISHED
Object Offred
Offred is the oppressed yet quietly resistant narrator and protagonist of Margaret Atwood’s dystopian novel *The Handmaid’s Tale*, living under the theocratic regime of Gilead.
 E108664 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: Offred | Statement: [The Handmaid's Tale, mainCharacter, Offred]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Offred
Context triple: [The Handmaid's Tale, mainCharacter, Offred]
  • A. Naomi
    Naomi is a feminine given name of Hebrew origin meaning "pleasantness" or "delight."
  • B. Hagar
    Hagar is a biblical figure known as the Egyptian servant of Sarah who bore Abraham’s son Ishmael and is revered in Jewish, Christian, and Islamic traditions.
  • C. Joanna
    Joanna is the first name of Joanna Newsom, an American harpist, singer-songwriter, and musician known for her intricate compositions and distinctive vocal style.
  • D. Cora
    Cora is the surname of Alex Cora, a former Major League Baseball infielder and current manager known for leading the Boston Red Sox.
  • E. Cora
    Cora is an indigenous Uto-Aztecan language spoken primarily by the Cora people in the Sierra del Nayar region of western Mexico.
  • 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: Offred
Triple: [The Handmaid's Tale, mainCharacter, Offred]
Generated description
Offred is the oppressed yet quietly resistant narrator and protagonist of Margaret Atwood’s dystopian novel *The Handmaid’s Tale*, living under the theocratic regime of Gilead.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Offred
Target entity description: Offred is the oppressed yet quietly resistant narrator and protagonist of Margaret Atwood’s dystopian novel *The Handmaid’s Tale*, living under the theocratic regime of Gilead.
  • A. Naomi
    Naomi is a feminine given name of Hebrew origin meaning "pleasantness" or "delight."
  • B. Hagar
    Hagar is a biblical figure known as the Egyptian servant of Sarah who bore Abraham’s son Ishmael and is revered in Jewish, Christian, and Islamic traditions.
  • C. Joanna
    Joanna is the first name of Joanna Newsom, an American harpist, singer-songwriter, and musician known for her intricate compositions and distinctive vocal style.
  • D. Cora
    Cora is the surname of Alex Cora, a former Major League Baseball infielder and current manager known for leading the Boston Red Sox.
  • E. Cora
    Cora is an indigenous Uto-Aztecan language spoken primarily by the Cora people in the Sierra del Nayar region of western Mexico.
  • 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_69a4939f91a08190ba68c2c81eab90fe completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b2df9ba88190824437026796586f completed March 1, 2026, 9:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7cf5e59588190b9d2bb00adf5c871 completed March 4, 2026, 6:21 a.m.
NEDg Description generation batch_69a7d037e4608190a898b872cc3bfd8d completed March 4, 2026, 6:24 a.m.
NED2 Entity disambiguation (via description) batch_69a7d0b60f6881908060455f4a9b4ec6 completed March 4, 2026, 6:27 a.m.
Created at: March 1, 2026, 7:39 p.m.