Triple

T16193623
Position Surface form Disambiguated ID Type / Status
Subject An Nafud E393003 entity
Predicate hazard P1950 FINISHED
Object dune mobility
Dune mobility refers to the movement and shifting of sand dunes over time due to wind and other environmental forces, which can pose significant natural hazards in desert regions.
E1198509 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: dune mobility | Statement: [An Nafud, hazard, dune mobility]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: dune mobility
Context triple: [An Nafud, hazard, dune mobility]
  • A. DAO
    DAO is the ICAO airline designator assigned to Daallo Airlines, a regional carrier based in the Horn of Africa.
  • B. DAO
    DAO (Data Access Objects) is an older Microsoft data access technology that provides an object-oriented interface for working with databases, particularly Jet/Access databases.
  • C. Dencun
    Dencun is a major Ethereum network upgrade that enhances scalability and reduces transaction costs, particularly for layer-2 rollups, by introducing data-availability improvements like proto-danksharding.
  • D. DG NEAR
    DG NEAR is the European Commission department responsible for managing the EU’s neighbourhood policy and overseeing enlargement negotiations with candidate and potential candidate countries.
  • E. Meta River
    The Meta River is a major waterway in Colombia and Venezuela that drains the eastern Andes and Llanos plains before joining the Orinoco River.
  • 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: dune mobility
Triple: [An Nafud, hazard, dune mobility]
Generated description
Dune mobility refers to the movement and shifting of sand dunes over time due to wind and other environmental forces, which can pose significant natural hazards in desert regions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: dune mobility
Target entity description: Dune mobility refers to the movement and shifting of sand dunes over time due to wind and other environmental forces, which can pose significant natural hazards in desert regions.
  • A. DAO
    DAO is the ICAO airline designator assigned to Daallo Airlines, a regional carrier based in the Horn of Africa.
  • B. DAO
    DAO (Data Access Objects) is an older Microsoft data access technology that provides an object-oriented interface for working with databases, particularly Jet/Access databases.
  • C. Dencun
    Dencun is a major Ethereum network upgrade that enhances scalability and reduces transaction costs, particularly for layer-2 rollups, by introducing data-availability improvements like proto-danksharding.
  • D. DG NEAR
    DG NEAR is the European Commission department responsible for managing the EU’s neighbourhood policy and overseeing enlargement negotiations with candidate and potential candidate countries.
  • E. Meta River
    The Meta River is a major waterway in Colombia and Venezuela that drains the eastern Andes and Llanos plains before joining the Orinoco River.
  • 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_69d87f1e49ac8190a311b54d32990576 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e222d74d788190a637fdb9b4f184b9 completed April 17, 2026, 12:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffff0bfd08819083afc4bea1b99aad completed May 10, 2026, 3:44 a.m.
NEDg Description generation batch_6a0001b815c481908ed6fcaea42ee9fc completed May 10, 2026, 3:55 a.m.
NED2 Entity disambiguation (via description) batch_6a0002106a5c8190b92d27f01178a321 completed May 10, 2026, 3:57 a.m.
Created at: April 10, 2026, 5:02 a.m.