Triple
T19753455
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Republic of Gilead |
E474442
|
entity |
| Predicate | usesOrganization |
P62415
|
FINISHED |
| Object |
Aunts
Aunts are a class of indoctrinating, authoritarian women in Margaret Atwood’s The Handmaid’s Tale who enforce Gilead’s oppressive social order, especially over Handmaids.
|
E1394488
|
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: Aunts | Statement: [Republic of Gilead, usesOrganization, Aunts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aunts Context triple: [Republic of Gilead, usesOrganization, Aunts]
-
A.
Aunt T
Aunt T is a kindly, maternal figure from the classic The Twilight Zone episode "The Bewitchin’ Pool," who offers troubled children an escape from their unhappy home lives.
-
B.
Auntie
"Auntie" is a track from the Pixies' influential 1988 debut album "Pod."
-
C.
Aunt Ju
Aunt Ju is the affectionate nickname for the Junkers Ju 52, a famous German three-engined transport aircraft widely used in the 1930s and during World War II.
-
D.
Aunt Peace
Aunt Peace is a gentle, kind-hearted aunt in Louisa May Alcott’s novel "Eight Cousins," known for her quiet, nurturing presence within the extended family.
-
E.
Awful Auntie
Awful Auntie is a children's novel by David Walliams that blends dark humor and adventure in the story of a young girl battling her villainous aunt to save her family home.
- 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: Aunts Triple: [Republic of Gilead, usesOrganization, Aunts]
Generated description
Aunts are a class of indoctrinating, authoritarian women in Margaret Atwood’s The Handmaid’s Tale who enforce Gilead’s oppressive social order, especially over Handmaids.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Aunts Target entity description: Aunts are a class of indoctrinating, authoritarian women in Margaret Atwood’s The Handmaid’s Tale who enforce Gilead’s oppressive social order, especially over Handmaids.
-
A.
Aunt T
Aunt T is a kindly, maternal figure from the classic The Twilight Zone episode "The Bewitchin’ Pool," who offers troubled children an escape from their unhappy home lives.
-
B.
Auntie
"Auntie" is a track from the Pixies' influential 1988 debut album "Pod."
-
C.
Aunt Ju
Aunt Ju is the affectionate nickname for the Junkers Ju 52, a famous German three-engined transport aircraft widely used in the 1930s and during World War II.
-
D.
Aunt Peace
Aunt Peace is a gentle, kind-hearted aunt in Louisa May Alcott’s novel "Eight Cousins," known for her quiet, nurturing presence within the extended family.
-
E.
Awful Auntie
Awful Auntie is a children's novel by David Walliams that blends dark humor and adventure in the story of a young girl battling her villainous aunt to save her family home.
- 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_69d8e51940a0819087bd2996f98da668 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e6529cae048190b4f8e6ba409bcf8e |
completed | April 20, 2026, 4:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07bd64ff708190bf23345b53ad6d0d |
completed | May 16, 2026, 12:42 a.m. |
| NEDg | Description generation | batch_6a07bf15a6908190b28415ca89f1b43a |
completed | May 16, 2026, 12:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07bfb095b08190a23710cf78a2b923 |
completed | May 16, 2026, 12:52 a.m. |
Created at: April 10, 2026, 1:48 p.m.