Triple

T2832493
Position Surface form Disambiguated ID Type / Status
Subject Southern Iraq E62271 entity
Predicate hasMinority P4710 FINISHED
Object Marsh Arabs
The Marsh Arabs are an indigenous people of the Mesopotamian marshlands in southern Iraq, traditionally known for their unique water-based lifestyle, reed houses, and buffalo herding culture.
E303399 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 Arabs | Statement: [Southern Iraq, hasMinority, Marsh Arabs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marsh Arabs
Context triple: [Southern Iraq, hasMinority, Marsh Arabs]
  • A. 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.
  • B. El Zeitoun
    El Zeitoun is a residential district in northeastern Cairo, Egypt, known for its historic churches and mid-20th-century urban development.
  • C. La Región Ribereña
    La Región Ribereña is a border region in the Mexican state of Tamaulipas that encompasses riverfront municipalities along the Rio Grande, including Nuevo Laredo.
  • D. Field of Reeds
    The Field of Reeds is the ancient Egyptian paradise, a blissful afterlife realm where righteous souls enjoyed an idealized version of life on earth.
  • E. The Crescent
    The Crescent is an iconic Georgian crescent-shaped building in Buxton, Derbyshire, historically developed as a grand spa hotel and assembly rooms and now a prominent architectural landmark.
  • 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 Arabs
Triple: [Southern Iraq, hasMinority, Marsh Arabs]
Generated description
The Marsh Arabs are an indigenous people of the Mesopotamian marshlands in southern Iraq, traditionally known for their unique water-based lifestyle, reed houses, and buffalo herding culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marsh Arabs
Target entity description: The Marsh Arabs are an indigenous people of the Mesopotamian marshlands in southern Iraq, traditionally known for their unique water-based lifestyle, reed houses, and buffalo herding culture.
  • A. 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.
  • B. El Zeitoun
    El Zeitoun is a residential district in northeastern Cairo, Egypt, known for its historic churches and mid-20th-century urban development.
  • C. La Región Ribereña
    La Región Ribereña is a border region in the Mexican state of Tamaulipas that encompasses riverfront municipalities along the Rio Grande, including Nuevo Laredo.
  • D. Field of Reeds
    The Field of Reeds is the ancient Egyptian paradise, a blissful afterlife realm where righteous souls enjoyed an idealized version of life on earth.
  • E. The Crescent
    The Crescent is an iconic Georgian crescent-shaped building in Buxton, Derbyshire, historically developed as a grand spa hotel and assembly rooms and now a prominent architectural landmark.
  • 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.