Triple
T4861309
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Offred |
E108664
|
entity |
| Predicate | setting |
P1957
|
FINISHED |
| Object |
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."
|
E474447
|
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: Cambridge, Massachusetts (fictionalized as part of Gilead) | Statement: [Offred, setting, Cambridge, Massachusetts (fictionalized as part of Gilead)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cambridge, Massachusetts (fictionalized as part of Gilead) Context triple: [Offred, setting, Cambridge, Massachusetts (fictionalized as part of Gilead)]
-
A.
Manchester-by-the-Sea, Massachusetts
Manchester-by-the-Sea, Massachusetts is a small, affluent coastal town on Cape Ann known for its scenic beaches, historic New England charm, and picturesque harbor.
-
B.
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.
-
C.
Whately, Massachusetts
Whately, Massachusetts is a small rural town in Franklin County known for its agricultural heritage and location in the Connecticut River’s Pioneer Valley region.
-
D.
Plainville, Massachusetts
Plainville, Massachusetts is a small New England town in southeastern Massachusetts known for its suburban character and proximity to major regional highways and cities.
-
E.
Gardner, Massachusetts
Gardner, Massachusetts is a small city in north-central Massachusetts known historically for its furniture manufacturing industry and nickname "The Chair City."
- 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: Cambridge, Massachusetts (fictionalized as part of Gilead) Triple: [Offred, setting, Cambridge, Massachusetts (fictionalized as part of Gilead)]
Generated description
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."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cambridge, Massachusetts (fictionalized as part of Gilead) Target entity description: 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."
-
A.
Manchester-by-the-Sea, Massachusetts
Manchester-by-the-Sea, Massachusetts is a small, affluent coastal town on Cape Ann known for its scenic beaches, historic New England charm, and picturesque harbor.
-
B.
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.
-
C.
Whately, Massachusetts
Whately, Massachusetts is a small rural town in Franklin County known for its agricultural heritage and location in the Connecticut River’s Pioneer Valley region.
-
D.
Plainville, Massachusetts
Plainville, Massachusetts is a small New England town in southeastern Massachusetts known for its suburban character and proximity to major regional highways and cities.
-
E.
Gardner, Massachusetts
Gardner, Massachusetts is a small city in north-central Massachusetts known historically for its furniture manufacturing industry and nickname "The Chair City."
- 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_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_69be5cf921cc8190a092bb69c1981890 |
completed | March 21, 2026, 8:55 a.m. |
| NEDg | Description generation | batch_69be5e833ca88190b89dda5cafb180fe |
completed | March 21, 2026, 9:01 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be5eed97a08190afd99a0700f1f4c7 |
completed | March 21, 2026, 9:03 a.m. |
Created at: March 20, 2026, 1:26 p.m.