Triple

T13990151
Position Surface form Disambiguated ID Type / Status
Subject Kingdom of Nobatia E336547 entity
Predicate archaeologicalCulture P7829 FINISHED
Object Ballana culture
The Ballana culture was an early medieval Nubian archaeological culture known from rich tumulus burials and material remains that illuminate the elite society of the Kingdom of Nobatia in Lower Nubia.
E1073652 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: Ballana culture | Statement: [Kingdom of Nobatia, archaeologicalCulture, Ballana culture]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ballana culture
Context triple: [Kingdom of Nobatia, archaeologicalCulture, Ballana culture]
  • A. Jhukar culture
    The Jhukar culture was a regional archaeological culture in Sindh, Pakistan, representing a late phase of the Indus Valley Civilization marked by continuity of Harappan traditions alongside emerging local traits.
  • B. Yasin Valley culture
    Yasin Valley culture is a distinctive regional culture of northern Pakistan shaped by the Burushaski-speaking communities, their traditions, and high-mountain environment.
  • C. Andal culture
    Andal culture is the dominant human cultural tradition of Westeros’s Andals, marked by their chivalric feudal society, the Faith of the Seven, and widespread use of the Common Tongue.
  • D. Potohari culture
    Potohari culture is the traditional regional culture of the Potohar Plateau in northern Pakistan, characterized by its distinct Punjabi dialect, folk music, customs, and rural heritage.
  • E. Sargary culture
    Sargary culture is a regional Bronze Age archaeological culture associated with the wider Andronovo cultural horizon in Central Asia and southern Siberia.
  • 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: Ballana culture
Triple: [Kingdom of Nobatia, archaeologicalCulture, Ballana culture]
Generated description
The Ballana culture was an early medieval Nubian archaeological culture known from rich tumulus burials and material remains that illuminate the elite society of the Kingdom of Nobatia in Lower Nubia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ballana culture
Target entity description: The Ballana culture was an early medieval Nubian archaeological culture known from rich tumulus burials and material remains that illuminate the elite society of the Kingdom of Nobatia in Lower Nubia.
  • A. Jhukar culture
    The Jhukar culture was a regional archaeological culture in Sindh, Pakistan, representing a late phase of the Indus Valley Civilization marked by continuity of Harappan traditions alongside emerging local traits.
  • B. Yasin Valley culture
    Yasin Valley culture is a distinctive regional culture of northern Pakistan shaped by the Burushaski-speaking communities, their traditions, and high-mountain environment.
  • C. Andal culture
    Andal culture is the dominant human cultural tradition of Westeros’s Andals, marked by their chivalric feudal society, the Faith of the Seven, and widespread use of the Common Tongue.
  • D. Potohari culture
    Potohari culture is the traditional regional culture of the Potohar Plateau in northern Pakistan, characterized by its distinct Punjabi dialect, folk music, customs, and rural heritage.
  • E. Sargary culture
    Sargary culture is a regional Bronze Age archaeological culture associated with the wider Andronovo cultural horizon in Central Asia and southern Siberia.
  • 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_69d81c639e808190a0e4b4f3d31c6a59 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2eb22e388190904fc87765176c91 completed April 14, 2026, 12:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69fbac98ca448190b585ef69a4e4bfca completed May 6, 2026, 9:03 p.m.
NEDg Description generation batch_69fbae8f83f481909ac16d4bb66ea79d completed May 6, 2026, 9:11 p.m.
NED2 Entity disambiguation (via description) batch_69fbaf702c94819095347e2599ae9931 completed May 6, 2026, 9:15 p.m.
Created at: April 9, 2026, 10:18 p.m.