Triple
T10358145
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heather K. Gerken |
E244055
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
The Loyal Opposition
The Loyal Opposition is a scholarly work by legal theorist Heather K. Gerken that explores how dissent and minority voices can be structurally integrated into democratic and legal institutions.
|
E858561
|
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: The Loyal Opposition | Statement: [Heather K. Gerken, notableWork, The Loyal Opposition]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Loyal Opposition Context triple: [Heather K. Gerken, notableWork, The Loyal Opposition]
-
A.
His Majesty's Most Loyal Opposition
His Majesty's Most Loyal Opposition is the main political party in the United Kingdom’s Parliament that is not in government and is tasked with scrutinizing and challenging the policies and actions of the ruling party.
-
B.
Standing Guard: A Year in Opposition
Standing Guard: A Year in Opposition is a collection of political columns by Indian politician and former finance minister P. Chidambaram, critically examining the policies and governance of the Narendra Modi-led government during its early years.
-
C.
Triumph of the Republic
Triumph of the Republic is a monumental public sculpture in Paris by French artist Jules Dalou, symbolizing the ideals and victory of the French Republic.
-
D.
Voices of Liberty
Voices of Liberty is an a cappella singing group at EPCOT in Walt Disney World, known for performing patriotic and Americana music in rich, multi-part harmony.
-
E.
Parliaments and Talkings
"Parliaments and Talkings" is an essay by Thomas Carlyle included in his polemical collection *Latter-Day Pamphlets*, critiquing the inefficacy and verbosity of modern parliamentary government.
- 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: The Loyal Opposition Triple: [Heather K. Gerken, notableWork, The Loyal Opposition]
Generated description
The Loyal Opposition is a scholarly work by legal theorist Heather K. Gerken that explores how dissent and minority voices can be structurally integrated into democratic and legal institutions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Loyal Opposition Target entity description: The Loyal Opposition is a scholarly work by legal theorist Heather K. Gerken that explores how dissent and minority voices can be structurally integrated into democratic and legal institutions.
-
A.
His Majesty's Most Loyal Opposition
His Majesty's Most Loyal Opposition is the main political party in the United Kingdom’s Parliament that is not in government and is tasked with scrutinizing and challenging the policies and actions of the ruling party.
-
B.
Standing Guard: A Year in Opposition
Standing Guard: A Year in Opposition is a collection of political columns by Indian politician and former finance minister P. Chidambaram, critically examining the policies and governance of the Narendra Modi-led government during its early years.
-
C.
Triumph of the Republic
Triumph of the Republic is a monumental public sculpture in Paris by French artist Jules Dalou, symbolizing the ideals and victory of the French Republic.
-
D.
Voices of Liberty
Voices of Liberty is an a cappella singing group at EPCOT in Walt Disney World, known for performing patriotic and Americana music in rich, multi-part harmony.
-
E.
Parliaments and Talkings
"Parliaments and Talkings" is an essay by Thomas Carlyle included in his polemical collection *Latter-Day Pamphlets*, critiquing the inefficacy and verbosity of modern parliamentary government.
- 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_69d381b22b8c8190aaed476be5f872a9 |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4e9563ea48190b8702b3ef497ed9a |
completed | April 7, 2026, 11:24 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d750b02ae48190898f9f97ab19ce60 |
completed | April 9, 2026, 7:09 a.m. |
| NEDg | Description generation | batch_69d7618ecb748190a492406eabe590d7 |
completed | April 9, 2026, 8:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d77057affc8190b420e66560c3dfbd |
completed | April 9, 2026, 9:24 a.m. |
Created at: April 6, 2026, 11:58 a.m.