Triple

T19974023
Position Surface form Disambiguated ID Type / Status
Subject Luc Hoffmann E493639 entity
Predicate workedOn P3 FINISHED
Object Mediterranean wetlands
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.
E1260166 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: 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.
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: Mediterranean wetlands
Triple: [Luc Hoffmann, workedOn, Mediterranean wetlands]
Generated 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.
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 (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_69da626a67648190af9653832a3aeced completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e65bcb72048190aedb4f085ace0493 completed April 20, 2026, 5 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07fdd7a0d08190b85dcc29c28eb7bd completed May 16, 2026, 5:17 a.m.
NEDg Description generation batch_6a07feb28eec81908a8e33a706cf9d9b completed May 16, 2026, 5:20 a.m.
NED2 Entity disambiguation (via description) batch_6a07ff2e34608190a27995f6400c153a completed May 16, 2026, 5:22 a.m.
Created at: April 11, 2026, 3:23 p.m.