Triple

T9334570
Position Surface form Disambiguated ID Type / Status
Subject Marib Dam E224611 entity
Predicate irrigatedValley P47832 FINISHED
Object Ma'rib oasis E657265 NE FINISHED

How this triple was built (3 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: Ma'rib oasis | Statement: [Marib Dam, irrigatedValley, Ma'rib oasis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ma'rib oasis
Context triple: [Marib Dam, irrigatedValley, Ma'rib oasis]
  • A. Ghadames Oasis
    Ghadames Oasis is a historic desert oasis settlement in southwestern Libya, renowned for its ancient mud-brick architecture and role as a key stop on trans-Saharan caravan routes.
  • B. Dakhla Oasis
    Dakhla Oasis is a fertile, historically significant oasis in Egypt’s Western Desert known for its ancient settlements, archaeological sites, and date palm cultivation.
  • C. Tafilalet Oasis
    Tafilalet Oasis is a vast historic oasis region in southeastern Morocco, known as one of the world’s largest oasis complexes and a former center of trans-Saharan trade and early Moroccan dynasties.
  • D. Tessalit oasis
    Tessalit oasis is a remote desert settlement in northern Mali, known as a key watering and stopover point in the Adrar des Ifoghas region of the Sahara.
  • E. Ma'rib chosen
    Ma'rib is an ancient city in present-day Yemen that served as the political and religious center of the Sabaean civilization, renowned for its monumental dam and role in South Arabian trade.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: irrigatedValley
Context triple: [Marib Dam, irrigatedValley, Ma'rib oasis]
  • A. hasRiverValley
    Indicates that one location contains, includes, or is characterized by a river valley associated with another geographic feature or area.
  • B. hasRiverValleyAgriculture chosen
    Indicates that agriculture is practiced within or along a river valley, utilizing the valley’s river-related resources and conditions.
  • C. foundedAsIrrigationSettlement
    Indicates that the entity was originally established as a settlement whose primary purpose was to support or manage irrigation activities.
  • D. valleyRegion
    Indicates that one region is characterized as a valley area within a larger geographic or topographic context.
  • E. locatedInRiverDelta
    Indicates that one entity is situated within the river delta region of another entity (the river).
  • F. None of above.

Provenance (4 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_69ca84286fcc81909f6e7fd7a7e862a2 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd37ee53988190bcc76588edbc2858 completed April 1, 2026, 3:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69d0f3b37b408190957c371233d8a3bd completed April 4, 2026, 11:19 a.m.
PD Predicate disambiguation batch_69cc7a643924819097f01144734901cf completed April 1, 2026, 1:52 a.m.
Created at: March 30, 2026, 7:39 p.m.