Triple

T3277865
Position Surface form Disambiguated ID Type / Status
Subject Game of Thrones season 2 E68798 entity
Predicate notableEventDepicted P2107 FINISHED
Object Battle of Blackwater Bay
The Battle of Blackwater Bay is a pivotal fictional naval and land clash in Game of Thrones where Stannis Baratheon’s forces assault King’s Landing, showcasing wildfire and Tyrion Lannister’s strategic defense.
E345653 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: Battle of Blackwater Bay | Statement: [Game of Thrones season 2, notableEventDepicted, Battle of Blackwater Bay]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Battle of Blackwater Bay
Context triple: [Game of Thrones season 2, notableEventDepicted, Battle of Blackwater Bay]
  • A. Battle of Arkinholme
    The Battle of Arkinholme was a 1455 conflict in Scotland in which King James II’s forces decisively defeated the powerful Douglas family, marking a key step in consolidating royal authority.
  • B. Battle of Azanulbizar
    The Battle of Azanulbizar is a major conflict in J.R.R. Tolkien’s legendarium where the Dwarves fought a decisive and bloody battle against the orcs outside the eastern gate of Moria.
  • C. Battle of Tzirallum
    The Battle of Tzirallum was a pivotal 313 AD clash in the Roman civil wars in which Licinius decisively defeated Maximinus Daia, helping secure his control over the Eastern Roman Empire.
  • D. Battle of Camlann
    The Battle of Camlann is the legendary final conflict in Arthurian tradition in which King Arthur is mortally wounded, often depicted as his last stand against Mordred and the end of his reign.
  • E. Battle of the Bastards
    "Battle of the Bastards" is a critically acclaimed, large-scale battle episode of Game of Thrones known for its intense combat sequences, cinematic direction, and pivotal confrontation between Jon Snow and Ramsay Bolton.
  • 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: Battle of Blackwater Bay
Triple: [Game of Thrones season 2, notableEventDepicted, Battle of Blackwater Bay]
Generated description
The Battle of Blackwater Bay is a pivotal fictional naval and land clash in Game of Thrones where Stannis Baratheon’s forces assault King’s Landing, showcasing wildfire and Tyrion Lannister’s strategic defense.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Battle of Blackwater Bay
Target entity description: The Battle of Blackwater Bay is a pivotal fictional naval and land clash in Game of Thrones where Stannis Baratheon’s forces assault King’s Landing, showcasing wildfire and Tyrion Lannister’s strategic defense.
  • A. Battle of Arkinholme
    The Battle of Arkinholme was a 1455 conflict in Scotland in which King James II’s forces decisively defeated the powerful Douglas family, marking a key step in consolidating royal authority.
  • B. Battle of Azanulbizar
    The Battle of Azanulbizar is a major conflict in J.R.R. Tolkien’s legendarium where the Dwarves fought a decisive and bloody battle against the orcs outside the eastern gate of Moria.
  • C. Battle of Tzirallum
    The Battle of Tzirallum was a pivotal 313 AD clash in the Roman civil wars in which Licinius decisively defeated Maximinus Daia, helping secure his control over the Eastern Roman Empire.
  • D. Battle of Camlann
    The Battle of Camlann is the legendary final conflict in Arthurian tradition in which King Arthur is mortally wounded, often depicted as his last stand against Mordred and the end of his reign.
  • E. Battle of the Bastards
    "Battle of the Bastards" is a critically acclaimed, large-scale battle episode of Game of Thrones known for its intense combat sequences, cinematic direction, and pivotal confrontation between Jon Snow and Ramsay Bolton.
  • 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_69ad859c463481909ca4be267336c290 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb013de048190bcaac732caa6b174 completed March 8, 2026, 5:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2f3c764548190ac3c90da3763ac62 completed March 12, 2026, 5:11 p.m.
NEDg Description generation batch_69b2fa431f4c819088c6e0afd4f2f774 completed March 12, 2026, 5:39 p.m.
NED2 Entity disambiguation (via description) batch_69b2fe1d4f9c8190a8d4f1206c551671 completed March 12, 2026, 5:55 p.m.
Created at: March 8, 2026, 3:10 p.m.