Triple

T19091762
Position Surface form Disambiguated ID Type / Status
Subject Neil Marshall E467302 entity
Predicate notableWork P4 FINISHED
Object The Watchers on the Wall (Game of Thrones episode)
"The Watchers on the Wall" is a critically acclaimed, action-heavy Game of Thrones Season 4 episode centered on the Night's Watch defending the Wall from a massive wildling assault.
 E1357933 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 Watchers on the Wall (Game of Thrones episode) | Statement: [Neil Marshall, notableWork, The Watchers on the Wall (Game of Thrones episode)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Watchers on the Wall (Game of Thrones episode)
Context triple: [Neil Marshall, notableWork, The Watchers on the Wall (Game of Thrones episode)]
  • A. Jon Snow's sortie beyond the Wall
    Jon Snow's sortie beyond the Wall is a daring expedition led by Jon and a small group of Night's Watch brothers into the frozen wilderness north of the Wall to confront the advancing wildling threat.
  • B. The Children (Game of Thrones episode)
    "The Children" is the dramatic fourth-season finale episode of the television series Game of Thrones, notable for concluding several major story arcs and featuring pivotal moments for characters across Westeros and beyond.
  • C. The Pointy End (Game of Thrones episode)
    "The Pointy End" is the eighth episode of the first season of the television series Game of Thrones, depicting the chaotic aftermath of Eddard Stark’s arrest in King’s Landing and the escalating violence across Westeros.
  • D. Game of Thrones: The Bells
    "Game of Thrones: The Bells" is the penultimate and highly controversial episode of the fantasy television series' final season, depicting Daenerys Targaryen's devastating assault on King's Landing.
  • E. The Queen’s Justice (Game of Thrones episode)
    "The Queen’s Justice" is the third episode of Game of Thrones’ seventh season, notable for Jon Snow’s first meeting with Daenerys Targaryen and Cersei Lannister’s brutal retribution against her enemies.
  • 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 Watchers on the Wall (Game of Thrones episode)
Triple: [Neil Marshall, notableWork, The Watchers on the Wall (Game of Thrones episode)]
Generated description
"The Watchers on the Wall" is a critically acclaimed, action-heavy Game of Thrones Season 4 episode centered on the Night's Watch defending the Wall from a massive wildling assault.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: The Watchers on the Wall (Game of Thrones episode)
Target entity description: "The Watchers on the Wall" is a critically acclaimed, action-heavy Game of Thrones Season 4 episode centered on the Night's Watch defending the Wall from a massive wildling assault.
  • A. Jon Snow's sortie beyond the Wall
    Jon Snow's sortie beyond the Wall is a daring expedition led by Jon and a small group of Night's Watch brothers into the frozen wilderness north of the Wall to confront the advancing wildling threat.
  • B. The Children (Game of Thrones episode)
    "The Children" is the dramatic fourth-season finale episode of the television series Game of Thrones, notable for concluding several major story arcs and featuring pivotal moments for characters across Westeros and beyond.
  • C. The Pointy End (Game of Thrones episode)
    "The Pointy End" is the eighth episode of the first season of the television series Game of Thrones, depicting the chaotic aftermath of Eddard Stark’s arrest in King’s Landing and the escalating violence across Westeros.
  • D. Game of Thrones: The Bells
    "Game of Thrones: The Bells" is the penultimate and highly controversial episode of the fantasy television series' final season, depicting Daenerys Targaryen's devastating assault on King's Landing.
  • E. The Queen’s Justice (Game of Thrones episode)
    "The Queen’s Justice" is the third episode of Game of Thrones’ seventh season, notable for Jon Snow’s first meeting with Daenerys Targaryen and Cersei Lannister’s brutal retribution against her enemies.
  • 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_69d8dd05ac4c8190b1967d8f97f3fb2f completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5e34c22a08190bf34f92f727268c5 completed April 20, 2026, 8:26 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05dd9273cc81909dc0252b5959b050 completed May 14, 2026, 2:34 p.m.
NEDg Description generation batch_6a05dfddc64c81909e630fd628f7b8e6 completed May 14, 2026, 2:44 p.m.
NED2 Entity disambiguation (via description) batch_6a05e09c58308190975c69c86482292a completed May 14, 2026, 2:47 p.m.
Created at: April 10, 2026, 12:04 p.m.