Triple

T15921271
Position Surface form Disambiguated ID Type / Status
Subject Frank Gambale E386097 entity
Predicate familyName P18 FINISHED
Object Gambale
Gambale is the surname of Frank Gambale, the Australian jazz fusion guitarist renowned for pioneering and popularizing the sweep picking technique.
 E1185540 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: Gambale | Statement: [Frank Gambale, familyName, Gambale]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gambale
Context triple: [Frank Gambale, familyName, Gambale]
  • A. Kambaata
    Kambaata is a Cushitic language spoken primarily by the Kambaata people in southern Ethiopia.
  • B. Gambanyi
    Gambanyi is an alternative name for Pearl Gibbs, a prominent 20th-century Aboriginal Australian activist and leader in the struggle for Indigenous rights.
  • C. Chambo
    Chambo is a small town in central Ecuador known for its agricultural activities and proximity to the Andean highlands.
  • D. Banyara
    The Banyara are an ethnic group indigenous to eastern Uganda, known for their distinct cultural traditions and local agricultural livelihoods.
  • E. Ngambela
    Ngambela is the traditional prime minister of the Barotse Kingdom in western Zambia, serving as the chief advisor and administrative head under the Litunga (king).
  • 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: Gambale
Triple: [Frank Gambale, familyName, Gambale]
Generated description
Gambale is the surname of Frank Gambale, the Australian jazz fusion guitarist renowned for pioneering and popularizing the sweep picking technique.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gambale
Target entity description: Gambale is the surname of Frank Gambale, the Australian jazz fusion guitarist renowned for pioneering and popularizing the sweep picking technique.
  • A. Kambaata
    Kambaata is a Cushitic language spoken primarily by the Kambaata people in southern Ethiopia.
  • B. Gambanyi
    Gambanyi is an alternative name for Pearl Gibbs, a prominent 20th-century Aboriginal Australian activist and leader in the struggle for Indigenous rights.
  • C. Chambo
    Chambo is a small town in central Ecuador known for its agricultural activities and proximity to the Andean highlands.
  • D. Banyara
    The Banyara are an ethnic group indigenous to eastern Uganda, known for their distinct cultural traditions and local agricultural livelihoods.
  • E. Ngambela
    Ngambela is the traditional prime minister of the Barotse Kingdom in western Zambia, serving as the chief advisor and administrative head under the Litunga (king).
  • 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_69d86da686e4819097cbf3b1fc2d881d completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e156818cbc819086c956475ad23825 completed April 16, 2026, 9:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffbe7055a48190b0f426f3e3c22f9d completed May 9, 2026, 11:08 p.m.
NEDg Description generation batch_69ffbf278a408190b50ba4b311fa8dd2 completed May 9, 2026, 11:11 p.m.
NED2 Entity disambiguation (via description) batch_69ffbf8312dc8190ab06736040459ab1 completed May 9, 2026, 11:13 p.m.
Created at: April 10, 2026, 4:52 a.m.