Triple

T2832478
Position Surface form Disambiguated ID Type / Status
Subject Southern Iraq E62271 entity
Predicate contains P35 FINISHED
Object Iraqi Marshlands
The Iraqi Marshlands are a vast wetland ecosystem in southern Iraq, historically home to the Marsh Arab communities and renowned for their unique biodiversity and cultural heritage.
E84770 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: Iraqi Marshlands | Statement: [Southern Iraq, contains, Iraqi Marshlands]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Iraqi Marshlands
Context triple: [Southern Iraq, contains, Iraqi Marshlands]
  • A. Iraqi alluvial plain
    The Iraqi alluvial plain is a fertile lowland region in southern Iraq formed by the deposits of the Tigris and Euphrates rivers, historically home to ancient Mesopotamian civilizations.
  • B. Inner Niger Delta
    The Inner Niger Delta is a vast inland floodplain in Mali characterized by seasonal wetlands, rich biodiversity, and traditional fishing and farming communities.
  • C. Victoria Nile Delta wetlands
    The Victoria Nile Delta wetlands are a biologically rich freshwater wetland system at the mouth of the Victoria Nile, supporting diverse wildlife and providing vital ecological services in the Nile Basin.
  • D. Sudd
    Sudd is one of the world’s largest wetlands, a vast swampy region of the Nile in South Sudan known for its dense vegetation and seasonal flooding.
  • E. Lake Chad basin
    The Lake Chad basin is a large, landlocked drainage region in north-central Africa encompassing parts of Chad, Nigeria, Niger, Cameroon, and surrounding countries, centered around Lake Chad and its river systems.
  • 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: Iraqi Marshlands
Triple: [Southern Iraq, contains, Iraqi Marshlands]
Generated description
The Iraqi Marshlands are a vast wetland ecosystem in southern Iraq, historically home to the Marsh Arab communities and renowned for their unique biodiversity and cultural heritage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Iraqi Marshlands
Target entity description: The Iraqi Marshlands are a vast wetland ecosystem in southern Iraq, historically home to the Marsh Arab communities and renowned for their unique biodiversity and cultural heritage.
  • A. Iraqi alluvial plain chosen
    The Iraqi alluvial plain is a fertile lowland region in southern Iraq formed by the deposits of the Tigris and Euphrates rivers, historically home to ancient Mesopotamian civilizations.
  • B. Inner Niger Delta
    The Inner Niger Delta is a vast inland floodplain in Mali characterized by seasonal wetlands, rich biodiversity, and traditional fishing and farming communities.
  • C. Victoria Nile Delta wetlands
    The Victoria Nile Delta wetlands are a biologically rich freshwater wetland system at the mouth of the Victoria Nile, supporting diverse wildlife and providing vital ecological services in the Nile Basin.
  • D. Sudd
    Sudd is one of the world’s largest wetlands, a vast swampy region of the Nile in South Sudan known for its dense vegetation and seasonal flooding.
  • E. Lake Chad basin
    The Lake Chad basin is a large, landlocked drainage region in north-central Africa encompassing parts of Chad, Nigeria, Niger, Cameroon, and surrounding countries, centered around Lake Chad and its river systems.
  • F. None of above.

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_69b01d71c214819086422d2b16b1f49d completed March 10, 2026, 1:32 p.m.
NEDg Description generation batch_69b0207852c48190b42275cf0ab4a97a completed March 10, 2026, 1:45 p.m.
NED2 Entity disambiguation (via description) batch_69b0210adbd48190ad34376faf8b2b18 completed March 10, 2026, 1:47 p.m.
Created at: March 6, 2026, 10:01 p.m.