Triple

T14562268
Position Surface form Disambiguated ID Type / Status
Subject Askia dynasty E341695 entity
Predicate territorialExpansion P6256 FINISHED
Object Taghaza salt mines
The Taghaza salt mines were a crucial trans-Saharan salt-producing center in the western Sahara, whose control brought immense wealth and strategic importance to West African empires.
E1106683 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: Taghaza salt mines | Statement: [Askia dynasty, territorialExpansion, Taghaza salt mines]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Taghaza salt mines
Context triple: [Askia dynasty, territorialExpansion, Taghaza salt mines]
  • A. Maras salt mines
    The Maras salt mines are a vast network of terraced salt evaporation ponds in Peru’s Andes, renowned for their striking landscape and centuries-old traditional salt production.
  • B. Turda Salt Mine
    Turda Salt Mine is a historic salt extraction site in Turda, Romania, transformed into a popular underground tourist attraction featuring vast caverns, a subterranean lake, and recreational facilities.
  • C. Hallstatt Salt Mine
    The Hallstatt Salt Mine is one of the world’s oldest known salt mines, central to the prehistoric Hallstatt culture and the long-standing economic and cultural history of the Austrian Alps.
  • D. Warcha Salt Mine
    Warcha Salt Mine is a significant rock salt mining site in Pakistan’s Punjab province, known for its extensive reserves within the historic Salt Range.
  • E. Khewra Salt Mine
    Khewra Salt Mine is one of the world’s oldest and largest salt mines, located in Pakistan’s Punjab region and famed for its extensive underground tunnels and pink Himalayan salt.
  • 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: Taghaza salt mines
Triple: [Askia dynasty, territorialExpansion, Taghaza salt mines]
Generated description
The Taghaza salt mines were a crucial trans-Saharan salt-producing center in the western Sahara, whose control brought immense wealth and strategic importance to West African empires.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Taghaza salt mines
Target entity description: The Taghaza salt mines were a crucial trans-Saharan salt-producing center in the western Sahara, whose control brought immense wealth and strategic importance to West African empires.
  • A. Maras salt mines
    The Maras salt mines are a vast network of terraced salt evaporation ponds in Peru’s Andes, renowned for their striking landscape and centuries-old traditional salt production.
  • B. Turda Salt Mine
    Turda Salt Mine is a historic salt extraction site in Turda, Romania, transformed into a popular underground tourist attraction featuring vast caverns, a subterranean lake, and recreational facilities.
  • C. Hallstatt Salt Mine
    The Hallstatt Salt Mine is one of the world’s oldest known salt mines, central to the prehistoric Hallstatt culture and the long-standing economic and cultural history of the Austrian Alps.
  • D. Warcha Salt Mine
    Warcha Salt Mine is a significant rock salt mining site in Pakistan’s Punjab province, known for its extensive reserves within the historic Salt Range.
  • E. Khewra Salt Mine
    Khewra Salt Mine is one of the world’s oldest and largest salt mines, located in Pakistan’s Punjab region and famed for its extensive underground tunnels and pink Himalayan salt.
  • 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_69d822dcc6248190bed689984bceb0e2 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb38afa8881909c9151b7620949ae completed April 14, 2026, 9:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd8ac294748190a4bfeed8c5fd9e94 completed May 8, 2026, 7:03 a.m.
NEDg Description generation batch_69fd8c3678048190a23b509e963c1ade completed May 8, 2026, 7:09 a.m.
NED2 Entity disambiguation (via description) batch_69fd8d609684819090a9c3f2304f4a6a completed May 8, 2026, 7:14 a.m.
Created at: April 10, 2026, 1:23 a.m.