Triple

T3289849
Position Surface form Disambiguated ID Type / Status
Subject Essos E69073 entity
Predicate hasCulture P1439 FINISHED
Object Ghiscari slaveholding culture
Ghiscari slaveholding culture is an ancient, militaristic civilization in Essos known for its brutal reliance on slavery, grand brick cities, and long-standing conflicts with neighboring powers in the world of "A Song of Ice and Fire."
E343676 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 slaveholding culture | Statement: [Essos, hasCulture, Ghiscari slaveholding culture]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ghiscari slaveholding culture
Context triple: [Essos, hasCulture, Ghiscari slaveholding culture]
  • A. Slavey
    Slavey refers to a group of Athabaskan-speaking Indigenous peoples of the Northwest Territories in Canada, known for their distinct dialects and traditional subarctic lifestyle.
  • B. Adjarians
    Adjarians are a distinct ethnographic subgroup of Georgians primarily inhabiting the southwestern Adjara region, known for their unique blend of Georgian and historical Ottoman cultural influences.
  • C. Masaesyli
    Masaesyli was an ancient Berber kingdom in North Africa that preceded and formed part of what later became Numidia.
  • D. Velitrae
    Velitrae is an ancient town in Latium, Italy, historically notable as the birthplace of the future Roman emperor Augustus (Gaius Octavius).
  • E. Horahane Roma
    Horahane Roma are a subgroup of Roma people traditionally associated with Islam and found primarily in regions influenced by the former Ottoman Empire.
  • 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 slaveholding culture
Triple: [Essos, hasCulture, Ghiscari slaveholding culture]
Generated description
Ghiscari slaveholding culture is an ancient, militaristic civilization in Essos known for its brutal reliance on slavery, grand brick cities, and long-standing conflicts with neighboring powers in the world of "A Song of Ice and Fire."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ghiscari slaveholding culture
Target entity description: Ghiscari slaveholding culture is an ancient, militaristic civilization in Essos known for its brutal reliance on slavery, grand brick cities, and long-standing conflicts with neighboring powers in the world of "A Song of Ice and Fire."
  • A. Slavey
    Slavey refers to a group of Athabaskan-speaking Indigenous peoples of the Northwest Territories in Canada, known for their distinct dialects and traditional subarctic lifestyle.
  • B. Adjarians
    Adjarians are a distinct ethnographic subgroup of Georgians primarily inhabiting the southwestern Adjara region, known for their unique blend of Georgian and historical Ottoman cultural influences.
  • C. Masaesyli
    Masaesyli was an ancient Berber kingdom in North Africa that preceded and formed part of what later became Numidia.
  • D. Velitrae
    Velitrae is an ancient town in Latium, Italy, historically notable as the birthplace of the future Roman emperor Augustus (Gaius Octavius).
  • E. Horahane Roma
    Horahane Roma are a subgroup of Roma people traditionally associated with Islam and found primarily in regions influenced by the former Ottoman Empire.
  • 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_69ad859d45748190b0742408c954b39f completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb05bd6b08190bcb9f0e5da82bc21 completed March 8, 2026, 5:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69b2e862835881909c2f3b8f86f10742 completed March 12, 2026, 4:22 p.m.
NEDg Description generation batch_69b2e8f6a7c48190bc457f348c3a7179 completed March 12, 2026, 4:25 p.m.
NED2 Entity disambiguation (via description) batch_69b2e986dcc88190bd3daa6c6fdcb50e completed March 12, 2026, 4:27 p.m.
Created at: March 8, 2026, 3:10 p.m.