Triple

T14750987
Position Surface form Disambiguated ID Type / Status
Subject Chaos Is a Ladder E346603 entity
Predicate namedAfter P63 FINISHED
Object Petyr Baelish quote "Chaos is a ladder"
Petyr Baelish’s quote “Chaos is a ladder” is a defining line from Game of Thrones that encapsulates his ruthless belief in exploiting disorder as an opportunity for personal advancement.
 E1117365 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: Petyr Baelish quote "Chaos is a ladder" | Statement: [Chaos Is a Ladder, namedAfter, Petyr Baelish quote "Chaos is a ladder"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Petyr Baelish quote "Chaos is a ladder"
Context triple: [Chaos Is a Ladder, namedAfter, Petyr Baelish quote "Chaos is a ladder"]
  • A. Azor Ahai prophecy
    The Azor Ahai prophecy is a central legend in the world of A Song of Ice and Fire that foretells the rebirth of a heroic champion destined to wield a flaming sword and lead the fight against an encroaching darkness.
  • B. Pyat Pree in Game of Thrones
    Pyat Pree in Game of Thrones is a warlock of Qarth and member of the enigmatic Thirteen who conspires to control Daenerys Targaryen and her dragons.
  • C. Four Arya Truths
    The Four Arya Truths are the foundational Buddhist teachings that diagnose the nature of suffering, its origin, its cessation, and the path leading to liberation.
  • D. Rise of the Faith Militant in King’s Landing
    The Rise of the Faith Militant in King’s Landing is a major storyline in Game of Thrones where a resurgent religious movement gains militant power, destabilizing the Lannisters’ rule and reshaping the city’s political landscape.
  • E. A Raven from King’s Landing
    "A Raven from King’s Landing" is an instrumental track from the Season 1 Game of Thrones soundtrack that underscores the ominous, politically charged atmosphere surrounding messages sent from the capital.
  • 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: Petyr Baelish quote "Chaos is a ladder"
Triple: [Chaos Is a Ladder, namedAfter, Petyr Baelish quote "Chaos is a ladder"]
Generated description
Petyr Baelish’s quote “Chaos is a ladder” is a defining line from Game of Thrones that encapsulates his ruthless belief in exploiting disorder as an opportunity for personal advancement.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Petyr Baelish quote "Chaos is a ladder"
Target entity description: Petyr Baelish’s quote “Chaos is a ladder” is a defining line from Game of Thrones that encapsulates his ruthless belief in exploiting disorder as an opportunity for personal advancement.
  • A. Azor Ahai prophecy
    The Azor Ahai prophecy is a central legend in the world of A Song of Ice and Fire that foretells the rebirth of a heroic champion destined to wield a flaming sword and lead the fight against an encroaching darkness.
  • B. Pyat Pree in Game of Thrones
    Pyat Pree in Game of Thrones is a warlock of Qarth and member of the enigmatic Thirteen who conspires to control Daenerys Targaryen and her dragons.
  • C. Four Arya Truths
    The Four Arya Truths are the foundational Buddhist teachings that diagnose the nature of suffering, its origin, its cessation, and the path leading to liberation.
  • D. Rise of the Faith Militant in King’s Landing
    The Rise of the Faith Militant in King’s Landing is a major storyline in Game of Thrones where a resurgent religious movement gains militant power, destabilizing the Lannisters’ rule and reshaping the city’s political landscape.
  • E. A Raven from King’s Landing
    "A Raven from King’s Landing" is an instrumental track from the Season 1 Game of Thrones soundtrack that underscores the ominous, politically charged atmosphere surrounding messages sent from the capital.
  • 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_69d822e6f1c88190bc494d491a907114 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69dec7d40efc8190bb1be34c19a2b57c completed April 14, 2026, 11:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69fdfb9a56a08190b6a178cd930a072d completed May 8, 2026, 3:04 p.m.
NEDg Description generation batch_69fdfde8ed30819083600cdac241675e completed May 8, 2026, 3:14 p.m.
NED2 Entity disambiguation (via description) batch_69fdfe969a6081908f4ebec0f6538811 completed May 8, 2026, 3:17 p.m.
Created at: April 10, 2026, 1:30 a.m.