Triple

T14735911
Position Surface form Disambiguated ID Type / Status
Subject Toucouleur people E346205 entity
Predicate relatedEthnicGroup P1969 FINISHED
Object Halpulaaren
The Halpulaaren are a West African ethnic group of Fula-speaking peoples, primarily found in Senegal, Mauritania, and neighboring countries, known for their Islamic scholarship and Sahelian riverine culture.
 E1117779 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: Halpulaaren | Statement: [Toucouleur people, relatedEthnicGroup, Halpulaaren]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Halpulaaren
Context triple: [Toucouleur people, relatedEthnicGroup, Halpulaaren]
  • A. Halpasulupi
    Halpasulupi was a Hittite royal figure known primarily as one of the sons of King Mursili II in the Late Bronze Age.
  • B. Halikko
    Halikko was a former municipality in Southwest Finland that later became part of the city of Salo.
  • C. Laukaa
    Laukaa is a municipality in Central Finland known for its lakes, rural landscapes, and proximity to the city of Jyväskylä.
  • D. Halutza
    Halutza is an ancient Nabatean city in the Negev Desert of southern Israel, known as a key stop on the Incense Route and now an important archaeological site.
  • E. Halonen
    Halonen is a Finnish surname most prominently associated with Tarja Halonen, the former President of Finland.
  • 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: Halpulaaren
Triple: [Toucouleur people, relatedEthnicGroup, Halpulaaren]
Generated description
The Halpulaaren are a West African ethnic group of Fula-speaking peoples, primarily found in Senegal, Mauritania, and neighboring countries, known for their Islamic scholarship and Sahelian riverine culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Halpulaaren
Target entity description: The Halpulaaren are a West African ethnic group of Fula-speaking peoples, primarily found in Senegal, Mauritania, and neighboring countries, known for their Islamic scholarship and Sahelian riverine culture.
  • A. Halpasulupi
    Halpasulupi was a Hittite royal figure known primarily as one of the sons of King Mursili II in the Late Bronze Age.
  • B. Halikko
    Halikko was a former municipality in Southwest Finland that later became part of the city of Salo.
  • C. Laukaa
    Laukaa is a municipality in Central Finland known for its lakes, rural landscapes, and proximity to the city of Jyväskylä.
  • D. Halutza
    Halutza is an ancient Nabatean city in the Negev Desert of southern Israel, known as a key stop on the Incense Route and now an important archaeological site.
  • E. Halonen
    Halonen is a Finnish surname most prominently associated with Tarja Halonen, the former President of Finland.
  • 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_69d822e6f1c88190bc494d491a907114 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69dec73114cc819088e1101b689fc70b completed April 14, 2026, 11:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69fdfb8e0d488190851d73b75ba4c0a6 completed May 8, 2026, 3:04 p.m.
NEDg Description generation batch_69fe0091cea48190a473f8602b05fe7c completed May 8, 2026, 3:26 p.m.
NED2 Entity disambiguation (via description) batch_69fe010ab2b88190a1099ebba77d4d8b completed May 8, 2026, 3:28 p.m.
Created at: April 10, 2026, 1:29 a.m.