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.