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.