Triple

T4861274
Position Surface form Disambiguated ID Type / Status
Subject Offred E108664 entity
Predicate formerCitizenship P59453 FINISHED
Object United States of America (pre-Gilead, fictional setting)
The United States of America (pre-Gilead) is the modern democratic society that existed before the theocratic regime of Gilead in Margaret Atwood’s The Handmaid’s Tale.
E476111 NE FINISHED

How this triple was built (5 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: United States of America (pre-Gilead, fictional setting) | Statement: [Offred, formerCitizenship, United States of America (pre-Gilead, fictional setting)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United States of America (pre-Gilead, fictional setting)
Context triple: [Offred, formerCitizenship, United States of America (pre-Gilead, fictional setting)]
  • A. Republic of Gilead (fictional)
    The Republic of Gilead is the totalitarian theocratic regime in Margaret Atwood’s novel "The Handmaid’s Tale," known for its extreme patriarchal control and systematic oppression of women.
  • B. Christian theocracy (Gilead)
    Christian theocracy (Gilead) is the totalitarian, patriarchal religious regime in Margaret Atwood’s "The Handmaid’s Tale" that governs society through a rigid, biblically justified hierarchy and severe repression, especially of women.
  • C. Cambridge, Massachusetts (fictionalized as part of Gilead)
    Cambridge, Massachusetts (fictionalized as part of Gilead) is the reimagined, theocratic version of the real-world city that serves as the oppressive, dystopian backdrop of Margaret Atwood’s novel "The Handmaid’s Tale."
  • D. In America
    "In America" is a 2002 drama film about an Irish immigrant family struggling to rebuild their lives in New York City, noted for its emotional storytelling and acclaimed performances.
  • E. Gilead, Maine
    Gilead, Maine is a small rural town in western Maine near the New Hampshire border, known for its location along the Androscoggin River and its access to outdoor recreation in the White Mountains region.
  • 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: United States of America (pre-Gilead, fictional setting)
Triple: [Offred, formerCitizenship, United States of America (pre-Gilead, fictional setting)]
Generated description
The United States of America (pre-Gilead) is the modern democratic society that existed before the theocratic regime of Gilead in Margaret Atwood’s The Handmaid’s Tale.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United States of America (pre-Gilead, fictional setting)
Target entity description: The United States of America (pre-Gilead) is the modern democratic society that existed before the theocratic regime of Gilead in Margaret Atwood’s The Handmaid’s Tale.
  • A. Republic of Gilead (fictional)
    The Republic of Gilead is the totalitarian theocratic regime in Margaret Atwood’s novel "The Handmaid’s Tale," known for its extreme patriarchal control and systematic oppression of women.
  • B. Christian theocracy (Gilead)
    Christian theocracy (Gilead) is the totalitarian, patriarchal religious regime in Margaret Atwood’s "The Handmaid’s Tale" that governs society through a rigid, biblically justified hierarchy and severe repression, especially of women.
  • C. Cambridge, Massachusetts (fictionalized as part of Gilead)
    Cambridge, Massachusetts (fictionalized as part of Gilead) is the reimagined, theocratic version of the real-world city that serves as the oppressive, dystopian backdrop of Margaret Atwood’s novel "The Handmaid’s Tale."
  • D. In America
    "In America" is a 2002 drama film about an Irish immigrant family struggling to rebuild their lives in New York City, noted for its emotional storytelling and acclaimed performances.
  • E. Gilead, Maine
    Gilead, Maine is a small rural town in western Maine near the New Hampshire border, known for its location along the Androscoggin River and its access to outdoor recreation in the White Mountains region.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: formerCitizenship
Context triple: [Offred, formerCitizenship, United States of America (pre-Gilead, fictional setting)]
  • A. renouncedCitizenship
    Indicates that an individual has formally given up or relinquished their legal citizenship status in a particular country.
  • B. countryOfCitizenship
    Indicates the country in which a person or entity holds legal citizenship.
  • C. laterCitizenship
    Indicates that an entity acquired citizenship in a country or polity at a later point in time, after some earlier status or affiliation.
  • D. namedAfterCountryOfCitizenship
    Indicates that something is named after the country where a person holds citizenship.
  • E. formerGoverningCountry
    Indicates that one country previously held governing or colonial authority over another country or territory.
  • F. None of above. chosen

Provenance (7 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_69bd440b965081908b0557721cae6338 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6d5f62b48190b367ed1b850cfbcb completed March 20, 2026, 3:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69be67e0d88881909e378e919daab4e6 completed March 21, 2026, 9:41 a.m.
NEDg Description generation batch_69be68a465b881909dd2d0d090a6b0ee completed March 21, 2026, 9:45 a.m.
NED2 Entity disambiguation (via description) batch_69be691c8d948190ba9e6feb4ab39a18 completed March 21, 2026, 9:47 a.m.
PD Predicate disambiguation batch_69bd6c27334481909ba8ac80854f7d8e completed March 20, 2026, 3:47 p.m.
PDg Predicate description generation batch_69bd6cfa8bd881908e376ab286759cc2 completed March 20, 2026, 3:51 p.m.
Created at: March 20, 2026, 1:26 p.m.