Triple

T1863000
Position Surface form Disambiguated ID Type / Status
Subject Gold Coast E34856 entity
Predicate unifiedWith P7838 FINISHED
Object Ashanti
Ashanti is a major ethnic group and former powerful kingdom in what is now Ghana, known for its rich culture, military strength, and influential role in West African history.
E208537 NE FINISHED

How this triple was built (5 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: Ashanti | Statement: [Gold Coast, unifiedWith, Ashanti]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ashanti
Context triple: [Gold Coast, unifiedWith, Ashanti]
  • A. Keyshia Cole
    Keyshia Cole is an American R&B singer, songwriter, and television personality known for her soulful vocals and hit albums in the 2000s.
  • B. Toni Braxton
    Toni Braxton is an American R&B singer and songwriter known for her rich contralto voice and hits like "Un-Break My Heart," making her one of the best-selling female artists of the 1990s.
  • C. Kelis
    Kelis is an American singer, songwriter, and chef best known for her eclectic R&B and hip-hop-influenced music, including the hit single "Milkshake."
  • D. Mýa
    Mýa is an American R&B singer, songwriter, and dancer known for late-1990s and early-2000s hits like "Case of the Ex" and her feature on "Lady Marmalade."
  • E. Anastacia
    Anastacia is an American pop singer-songwriter known for her powerful mezzo-soprano voice and international hits in the early 2000s.
  • 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: Ashanti
Triple: [Gold Coast, unifiedWith, Ashanti]
Generated description
Ashanti is a major ethnic group and former powerful kingdom in what is now Ghana, known for its rich culture, military strength, and influential role in West African history.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ashanti
Target entity description: Ashanti is a major ethnic group and former powerful kingdom in what is now Ghana, known for its rich culture, military strength, and influential role in West African history.
  • A. Keyshia Cole
    Keyshia Cole is an American R&B singer, songwriter, and television personality known for her soulful vocals and hit albums in the 2000s.
  • B. Toni Braxton
    Toni Braxton is an American R&B singer and songwriter known for her rich contralto voice and hits like "Un-Break My Heart," making her one of the best-selling female artists of the 1990s.
  • C. Kelis
    Kelis is an American singer, songwriter, and chef best known for her eclectic R&B and hip-hop-influenced music, including the hit single "Milkshake."
  • D. Mýa
    Mýa is an American R&B singer, songwriter, and dancer known for late-1990s and early-2000s hits like "Case of the Ex" and her feature on "Lady Marmalade."
  • E. Anastacia
    Anastacia is an American pop singer-songwriter known for her powerful mezzo-soprano voice and international hits in the early 2000s.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: unifiedWith
Context triple: [Gold Coast, unifiedWith, Ashanti]
  • A. wasUnifiedWith chosen
    Indicates that two or more previously separate entities were brought together to form a single unified whole.
  • B. mergedBy
    Indicates that one entity is combined or integrated into another entity through the action or decision of a specific agent.
  • C. laterUnionWith
    Indicates that one entity forms or enters into a union with another entity at a later point in time relative to some reference event or state.
  • D. confluenceWith
    Indicates that one entity joins or merges together with another, typically at a shared meeting point.
  • E. consolidatedAs
    Indicates that one entity has been combined, merged, or unified into another entity to form a single consolidated whole.
  • F. None of above.

Provenance (6 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_69a88600b2f88190bc09303e68ab517e completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69abb16c09e48190a345c95eab59fd87 completed March 7, 2026, 5:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69add1d2d2d48190b2234d1ec9ba9085 completed March 8, 2026, 7:45 p.m.
NEDg Description generation batch_69add28a8f848190bf6ea0924e7dd9fc completed March 8, 2026, 7:48 p.m.
NED2 Entity disambiguation (via description) batch_69add37ad9a481908b2a1476a8d33091 completed March 8, 2026, 7:52 p.m.
PD Predicate disambiguation batch_69abafe02c3c819093a4744b476106ca completed March 7, 2026, 4:56 a.m.
Created at: March 4, 2026, 7:34 p.m.