Triple

T946692
Position Surface form Disambiguated ID Type / Status
Subject Sahel E20427 entity
Predicate partOf P40 FINISHED
Object African drylands
African drylands are vast arid and semi-arid regions across Africa characterized by low and variable rainfall, fragile ecosystems, and livelihoods heavily dependent on rain-fed agriculture and pastoralism.
E111192 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: African drylands | Statement: [Sahel, partOf, African drylands]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: African drylands
Context triple: [Sahel, partOf, African drylands]
  • A. Sudan savanna
    The Sudan savanna is a broad belt of tropical grassland with scattered trees stretching across central Africa between the Sahel to the north and the wetter forest zones to the south.
  • B. Afro-Eurasian desert belt
    The Afro-Eurasian desert belt is a vast, continuous arid zone stretching across North Africa, the Middle East, and Central to East Asia, encompassing many of the world’s largest hot and cold deserts.
  • C. African Veldt
    African Veldt is a zoo exhibit that recreates the open grassland habitats of sub-Saharan Africa, typically featuring species such as giraffes, zebras, and antelopes.
  • D. Kalahari Desert
    The Kalahari Desert is a vast semi-arid sandy savanna in southern Africa known for its red dunes, sparse vegetation, and unique wildlife adapted to its dry conditions.
  • E. Sahel
    The Sahel is a semi-arid transition zone in Africa between the Sahara Desert to the north and the more humid savannas to the south, spanning several countries from the Atlantic Ocean to the Red Sea.
  • 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: African drylands
Triple: [Sahel, partOf, African drylands]
Generated description
African drylands are vast arid and semi-arid regions across Africa characterized by low and variable rainfall, fragile ecosystems, and livelihoods heavily dependent on rain-fed agriculture and pastoralism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: African drylands
Target entity description: African drylands are vast arid and semi-arid regions across Africa characterized by low and variable rainfall, fragile ecosystems, and livelihoods heavily dependent on rain-fed agriculture and pastoralism.
  • A. Sudan savanna
    The Sudan savanna is a broad belt of tropical grassland with scattered trees stretching across central Africa between the Sahel to the north and the wetter forest zones to the south.
  • B. Afro-Eurasian desert belt
    The Afro-Eurasian desert belt is a vast, continuous arid zone stretching across North Africa, the Middle East, and Central to East Asia, encompassing many of the world’s largest hot and cold deserts.
  • C. African Veldt
    African Veldt is a zoo exhibit that recreates the open grassland habitats of sub-Saharan Africa, typically featuring species such as giraffes, zebras, and antelopes.
  • D. Kalahari Desert
    The Kalahari Desert is a vast semi-arid sandy savanna in southern Africa known for its red dunes, sparse vegetation, and unique wildlife adapted to its dry conditions.
  • E. Sahel
    The Sahel is a semi-arid transition zone in Africa between the Sahara Desert to the north and the more humid savannas to the south, spanning several countries from the Atlantic Ocean to the Red Sea.
  • 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_69a493b0f2fc81908cd227480a5356a1 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b3bcad2481908b83575b2fb80d14 completed March 1, 2026, 9:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69a826e7d55c8190b9b871caead76733 completed March 4, 2026, 12:34 p.m.
NEDg Description generation batch_69a845a793e08190892fe1a545095f62 completed March 4, 2026, 2:45 p.m.
NED2 Entity disambiguation (via description) batch_69a8463631608190a9ada5605e9625aa completed March 4, 2026, 2:48 p.m.
Created at: March 1, 2026, 7:40 p.m.