Triple

T2832481
Position Surface form Disambiguated ID Type / Status
Subject Southern Iraq E62271 entity
Predicate contains P35 FINISHED
Object Central Marshes
The Central Marshes are a vast wetland ecosystem in southern Iraq, historically part of Mesopotamia’s marshlands and home to unique biodiversity and Marsh Arab communities.
E303397 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: Central Marshes | Statement: [Southern Iraq, contains, Central Marshes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Central Marshes
Context triple: [Southern Iraq, contains, Central Marshes]
  • A. Interior Lowlands
    The Interior Lowlands are a broad, low-lying physiographic region of central North America characterized by rolling plains, river valleys, and fertile agricultural land extending from the Great Lakes toward the Great Plains.
  • B. Sweetwater Marsh
    Sweetwater Marsh is a coastal wetland and wildlife refuge area in Southern California known for its rich biodiversity and protected habitats along the edge of San Diego Bay.
  • C. Polblue Swamp
    Polblue Swamp is a high-altitude subalpine wetland and popular nature spot within the Barrington Tops region of New South Wales, Australia, known for its unique peat bog ecosystem and surrounding snow gum forests.
  • D. Lowlands
    The Lowlands are a historically and culturally significant region of southern and eastern Scotland characterized by relatively flat, fertile terrain and dense population compared to the Highlands.
  • E. Marsh
    Marsh is the middle name of William Marsh Rice, the American businessman and philanthropist who founded Rice University in Houston, Texas.
  • 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: Central Marshes
Triple: [Southern Iraq, contains, Central Marshes]
Generated description
The Central Marshes are a vast wetland ecosystem in southern Iraq, historically part of Mesopotamia’s marshlands and home to unique biodiversity and Marsh Arab communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Central Marshes
Target entity description: The Central Marshes are a vast wetland ecosystem in southern Iraq, historically part of Mesopotamia’s marshlands and home to unique biodiversity and Marsh Arab communities.
  • A. Interior Lowlands
    The Interior Lowlands are a broad, low-lying physiographic region of central North America characterized by rolling plains, river valleys, and fertile agricultural land extending from the Great Lakes toward the Great Plains.
  • B. Sweetwater Marsh
    Sweetwater Marsh is a coastal wetland and wildlife refuge area in Southern California known for its rich biodiversity and protected habitats along the edge of San Diego Bay.
  • C. Polblue Swamp
    Polblue Swamp is a high-altitude subalpine wetland and popular nature spot within the Barrington Tops region of New South Wales, Australia, known for its unique peat bog ecosystem and surrounding snow gum forests.
  • D. Lowlands
    The Lowlands are a historically and culturally significant region of southern and eastern Scotland characterized by relatively flat, fertile terrain and dense population compared to the Highlands.
  • E. Marsh
    Marsh is the middle name of William Marsh Rice, the American businessman and philanthropist who founded Rice University in Houston, Texas.
  • 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.