Triple

T12010198
Position Surface form Disambiguated ID Type / Status
Subject Common Tongue (Westeros) E285884 entity
Predicate coexistsWith P1867 FINISHED
Object Ghiscari languages
The Ghiscari languages are a family of tongues spoken in the cities of Slaver’s Bay and surrounding regions in Essos, descended from the ancient Ghiscari civilization in the world of *A Song of Ice and Fire* / *Game of Thrones*.
E960540 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: Ghiscari languages | Statement: [Common Tongue (Westeros), coexistsWith, Ghiscari languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ghiscari languages
Context triple: [Common Tongue (Westeros), coexistsWith, Ghiscari languages]
  • A. Tuvinian language
    The Tuvinian language is a Turkic language spoken primarily in the Tuva Republic of Russia, known for its rich oral traditions and use in Tuvan throat singing culture.
  • B. Magaric languages
    Magaric languages are a subgroup of the Tibeto-Burman language family spoken primarily by the Magar and related communities in Nepal.
  • C. Duna–Pogaya languages
    The Duna–Pogaya languages are a small subgroup of Papuan languages spoken in the highlands of Papua New Guinea, recognized as part of the larger Trans–New Guinea language family.
  • D. Zenati languages
    The Zenati languages are a branch of the Berber language family spoken primarily in North Africa, especially across parts of Algeria, Morocco, and Tunisia.
  • E. Lasgerdi language
    The Lasgerdi language is an Iranian language spoken in parts of north-central Iran and classified within the Semnani branch of Northwestern Iranian languages.
  • 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: Ghiscari languages
Triple: [Common Tongue (Westeros), coexistsWith, Ghiscari languages]
Generated description
The Ghiscari languages are a family of tongues spoken in the cities of Slaver’s Bay and surrounding regions in Essos, descended from the ancient Ghiscari civilization in the world of *A Song of Ice and Fire* / *Game of Thrones*.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ghiscari languages
Target entity description: The Ghiscari languages are a family of tongues spoken in the cities of Slaver’s Bay and surrounding regions in Essos, descended from the ancient Ghiscari civilization in the world of *A Song of Ice and Fire* / *Game of Thrones*.
  • A. Tuvinian language
    The Tuvinian language is a Turkic language spoken primarily in the Tuva Republic of Russia, known for its rich oral traditions and use in Tuvan throat singing culture.
  • B. Magaric languages
    Magaric languages are a subgroup of the Tibeto-Burman language family spoken primarily by the Magar and related communities in Nepal.
  • C. Duna–Pogaya languages
    The Duna–Pogaya languages are a small subgroup of Papuan languages spoken in the highlands of Papua New Guinea, recognized as part of the larger Trans–New Guinea language family.
  • D. Zenati languages
    The Zenati languages are a branch of the Berber language family spoken primarily in North Africa, especially across parts of Algeria, Morocco, and Tunisia.
  • E. Lasgerdi language
    The Lasgerdi language is an Iranian language spoken in parts of north-central Iran and classified within the Semnani branch of Northwestern Iranian languages.
  • 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_69d6ab45a368819084fce08bf0dc3705 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d903d61a4c81909e6cb6500b61df94 completed April 10, 2026, 2:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69f48b24f0c481909afd288d4f57d3b6 completed May 1, 2026, 11:14 a.m.
NEDg Description generation batch_69f48fc6da4c81908442f18cb4a65b27 completed May 1, 2026, 11:34 a.m.
NED2 Entity disambiguation (via description) batch_69f495cc50908190aab4f8ca64c66ef3 completed May 1, 2026, noon
Created at: April 8, 2026, 9:46 p.m.