Triple

T2832507
Position Surface form Disambiguated ID Type / Status
Subject Southern Iraq E62271 entity
Predicate wasCenterOf P164 FINISHED
Object Marsh Arab culture
Marsh Arab culture is the traditional way of life of the Maʻdān people, characterized by unique reed-based architecture, water-buffalo herding, and a wetland-centered society in the Mesopotamian marshes.
E303400 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: Marsh Arab culture | Statement: [Southern Iraq, wasCenterOf, Marsh Arab culture]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marsh Arab culture
Context triple: [Southern Iraq, wasCenterOf, Marsh Arab culture]
  • A. Darqawiyya
    Darqawiyya is a prominent Sufi order that emerged as a reformist branch within the Shadhili tradition, known for its emphasis on spiritual poverty, remembrance of God, and social engagement in North Africa.
  • B. El Gezira
    El Gezira is a Nile island in central Cairo, Egypt, known for its upscale Zamalek district, cultural institutions, and prominent landmarks such as the Cairo Tower.
  • C. Western Desert cultural bloc
    The Western Desert cultural bloc is a large interconnected region of Aboriginal Australian societies in central and western Australia that share closely related languages, cultural practices, and kinship systems.
  • D. Badawiyya-Shadhiliyya
    Badawiyya-Shadhiliyya is a notable Sufi branch that blends the spiritual traditions and teachings of the Badawiyya and Shadhiliyya orders within Islamic mysticism.
  • E. L’Orient
    L’Orient was a massive French ship of the line that served as Admiral Brueys’ flagship and was famously destroyed in a catastrophic explosion during the Battle of the Nile in 1798.
  • 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: Marsh Arab culture
Triple: [Southern Iraq, wasCenterOf, Marsh Arab culture]
Generated description
Marsh Arab culture is the traditional way of life of the Maʻdān people, characterized by unique reed-based architecture, water-buffalo herding, and a wetland-centered society in the Mesopotamian marshes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marsh Arab culture
Target entity description: Marsh Arab culture is the traditional way of life of the Maʻdān people, characterized by unique reed-based architecture, water-buffalo herding, and a wetland-centered society in the Mesopotamian marshes.
  • A. Darqawiyya
    Darqawiyya is a prominent Sufi order that emerged as a reformist branch within the Shadhili tradition, known for its emphasis on spiritual poverty, remembrance of God, and social engagement in North Africa.
  • B. El Gezira
    El Gezira is a Nile island in central Cairo, Egypt, known for its upscale Zamalek district, cultural institutions, and prominent landmarks such as the Cairo Tower.
  • C. Western Desert cultural bloc
    The Western Desert cultural bloc is a large interconnected region of Aboriginal Australian societies in central and western Australia that share closely related languages, cultural practices, and kinship systems.
  • D. Badawiyya-Shadhiliyya
    Badawiyya-Shadhiliyya is a notable Sufi branch that blends the spiritual traditions and teachings of the Badawiyya and Shadhiliyya orders within Islamic mysticism.
  • E. L’Orient
    L’Orient was a massive French ship of the line that served as Admiral Brueys’ flagship and was famously destroyed in a catastrophic explosion during the Battle of the Nile in 1798.
  • 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_69ab4c3c39188190955b9c49d98463d8 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abdebe95188190bf65fb4cd88e2ec5 completed March 7, 2026, 8:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69afe8bb92b08190b1de7e6973d96301 completed March 10, 2026, 9:47 a.m.
NEDg Description generation batch_69afea972cc8819087455f3233f84d21 completed March 10, 2026, 9:55 a.m.
NED2 Entity disambiguation (via description) batch_69b003cb1b2081909ddf2e6bae3e5491 completed March 10, 2026, 11:43 a.m.
Created at: March 6, 2026, 10:01 p.m.