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.