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.