Triple
T19974023
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Luc Hoffmann |
E493639
|
entity |
| Predicate | workedOn |
P3
|
FINISHED |
| Object | Mediterranean wetlands |
—
|
NE NERFINISHED |
How this triple was built (3 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: Mediterranean wetlands | Statement: [Luc Hoffmann, workedOn, Mediterranean wetlands]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mediterranean wetlands Context triple: [Luc Hoffmann, workedOn, Mediterranean wetlands]
-
A.
Mediterranean coastal wetland network
The Mediterranean coastal wetland network is a transnational system of ecologically rich lagoons, marshes, and estuaries along the Mediterranean shoreline that supports high biodiversity and provides key habitat for migratory birds.
-
B.
Ambracian Gulf wetlands
The Ambracian Gulf wetlands are an extensive complex of coastal lagoons, marshes, and river deltas in western Greece, renowned for their rich biodiversity and importance as a habitat for migratory birds.
-
C.
Moroccan Middle Atlas wetlands
The Moroccan Middle Atlas wetlands are a high-altitude complex of lakes, marshes, and peat bogs in central Morocco, noted for their biodiversity and importance as habitat for migratory and endemic species.
-
D.
Mediterranean coastal lagoons of Corsica
The Mediterranean coastal lagoons of Corsica are a network of shallow, brackish wetlands along the island’s shoreline that provide rich biodiversity, important bird habitats, and natural buffers between land and sea.
-
E.
Mesopotamian Marshes
The Mesopotamian Marshes are a vast wetland ecosystem in southern Iraq, historically home to the Marsh Arabs and often identified with the biblical Garden of Eden.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mediterranean wetlands Target entity description: Mediterranean wetlands are ecologically rich coastal and inland wetland ecosystems around the Mediterranean Basin, vital for biodiversity, migratory birds, and water regulation but highly threatened by human activities and climate change.
-
A.
Mediterranean coastal wetland network
chosen
The Mediterranean coastal wetland network is a transnational system of ecologically rich lagoons, marshes, and estuaries along the Mediterranean shoreline that supports high biodiversity and provides key habitat for migratory birds.
-
B.
Ambracian Gulf wetlands
The Ambracian Gulf wetlands are an extensive complex of coastal lagoons, marshes, and river deltas in western Greece, renowned for their rich biodiversity and importance as a habitat for migratory birds.
-
C.
Moroccan Middle Atlas wetlands
The Moroccan Middle Atlas wetlands are a high-altitude complex of lakes, marshes, and peat bogs in central Morocco, noted for their biodiversity and importance as habitat for migratory and endemic species.
-
D.
Mediterranean coastal lagoons of Corsica
The Mediterranean coastal lagoons of Corsica are a network of shallow, brackish wetlands along the island’s shoreline that provide rich biodiversity, important bird habitats, and natural buffers between land and sea.
-
E.
Mesopotamian Marshes
The Mesopotamian Marshes are a vast wetland ecosystem in southern Iraq, historically home to the Marsh Arabs and often identified with the biblical Garden of Eden.
- F. None of above.
Provenance (2 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_69da626a67648190af9653832a3aeced |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e65bcb72048190aedb4f085ace0493 |
completed | April 20, 2026, 5 p.m. |
Created at: April 11, 2026, 3:23 p.m.