Triple
T14824261
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | House Tyrell |
E348529
|
entity |
| Predicate | allianceCementedByMarriage |
P49973
|
FINISHED |
| Object |
Margaery Tyrell and Joffrey Baratheon
Margaery Tyrell and Joffrey Baratheon are a politically arranged royal couple in "Game of Thrones," whose engagement symbolizes the strategic union of House Tyrell with the ruling Baratheon-Lannister regime in King’s Landing.
|
E1123419
|
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: Margaery Tyrell and Joffrey Baratheon | Statement: [House Tyrell, allianceCementedByMarriage, Margaery Tyrell and Joffrey Baratheon]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Margaery Tyrell and Joffrey Baratheon Context triple: [House Tyrell, allianceCementedByMarriage, Margaery Tyrell and Joffrey Baratheon]
-
A.
Joffrey Baratheon
Joffrey Baratheon is a cruel and sadistic young king from the fantasy series "Game of Thrones," notorious for his tyrannical rule and volatile temperament.
-
B.
Jaime Lannister
Jaime Lannister is a prominent knight of House Lannister in the Game of Thrones universe, known as the Kingslayer for killing the Mad King and for his complex journey from arrogant warrior to morally conflicted antihero.
-
C.
Cersei Lannister
Cersei Lannister is a ruthless and politically astute queen from the series "Game of Thrones," known for her fierce protectiveness of her children, her bitter rivalry with the Starks and Tyrells, and her eventual rise to the Iron Throne through devastating acts of vengeance.
-
D.
Margaery Tyrell
Margaery Tyrell is a politically astute and charismatic noblewoman from House Tyrell in "Game of Thrones," known for her strategic marriages and skill at winning the favor of the people.
-
E.
Olenna Tyrell
Olenna Tyrell is a sharp-witted and politically astute matriarch from the noble House Tyrell in George R. R. Martin’s A Song of Ice and Fire series, renowned for her cunning and acerbic humor.
- 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: Margaery Tyrell and Joffrey Baratheon Triple: [House Tyrell, allianceCementedByMarriage, Margaery Tyrell and Joffrey Baratheon]
Generated description
Margaery Tyrell and Joffrey Baratheon are a politically arranged royal couple in "Game of Thrones," whose engagement symbolizes the strategic union of House Tyrell with the ruling Baratheon-Lannister regime in King’s Landing.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Margaery Tyrell and Joffrey Baratheon Target entity description: Margaery Tyrell and Joffrey Baratheon are a politically arranged royal couple in "Game of Thrones," whose engagement symbolizes the strategic union of House Tyrell with the ruling Baratheon-Lannister regime in King’s Landing.
-
A.
Joffrey Baratheon
Joffrey Baratheon is a cruel and sadistic young king from the fantasy series "Game of Thrones," notorious for his tyrannical rule and volatile temperament.
-
B.
Jaime Lannister
Jaime Lannister is a prominent knight of House Lannister in the Game of Thrones universe, known as the Kingslayer for killing the Mad King and for his complex journey from arrogant warrior to morally conflicted antihero.
-
C.
Cersei Lannister
Cersei Lannister is a ruthless and politically astute queen from the series "Game of Thrones," known for her fierce protectiveness of her children, her bitter rivalry with the Starks and Tyrells, and her eventual rise to the Iron Throne through devastating acts of vengeance.
-
D.
Margaery Tyrell
Margaery Tyrell is a politically astute and charismatic noblewoman from House Tyrell in "Game of Thrones," known for her strategic marriages and skill at winning the favor of the people.
-
E.
Olenna Tyrell
Olenna Tyrell is a sharp-witted and politically astute matriarch from the noble House Tyrell in George R. R. Martin’s A Song of Ice and Fire series, renowned for her cunning and acerbic humor.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: allianceCementedByMarriage Context triple: [House Tyrell, allianceCementedByMarriage, Margaery Tyrell and Joffrey Baratheon]
-
A.
marriageAllianceWith
chosen
Indicates a formal marital union established between two parties to create or strengthen a political, social, or strategic alliance.
-
B.
marriageFormedBy
Indicates that a marriage relationship was created or brought into existence by a specific event, action, or process.
-
C.
formedByMarriageOf
Indicates that something (typically a family, union, or legal entity) comes into existence as a result of the marriage between two entities.
-
D.
marriedBy
Indicates that one entity is the officiant or authority who performs and formalizes the marriage of another entity.
-
E.
marriedInto
Indicates that one entity became connected to another’s family or group through marriage, rather than by birth or prior membership.
- F. None of above.
Provenance (6 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_69d822eb8f588190bf53445e730a934f |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69decfe7a8dc8190bcb5ecfa1cbf1601 |
completed | April 14, 2026, 11:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe64fab7bc8190af55cc6ec5eafb65 |
completed | May 8, 2026, 10:34 p.m. |
| NEDg | Description generation | batch_69fe65ac6a5c81908621dc17edc6b04f |
completed | May 8, 2026, 10:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe6697fe3881908aae42abe56d86f8 |
completed | May 8, 2026, 10:41 p.m. |
| PD | Predicate disambiguation | batch_69de8c13418c819088ff9905ace1416a |
completed | April 14, 2026, 6:48 p.m. |
Created at: April 10, 2026, 1:51 a.m.