Triple

T15173943
Position Surface form Disambiguated ID Type / Status
Subject Segama River E362556 entity
Predicate ecoregion P948 FINISHED
Object Sunda Shelf mangroves
The Sunda Shelf mangroves are a vast tropical coastal ecoregion in Southeast Asia characterized by dense mangrove forests that support rich biodiversity and protect shorelines across the shallow Sunda Shelf seas.
E1142653 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: Sunda Shelf mangroves | Statement: [Segama River, ecoregion, Sunda Shelf mangroves]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sunda Shelf mangroves
Context triple: [Segama River, ecoregion, Sunda Shelf mangroves]
  • A. Hara mangrove forests
    The Hara mangrove forests are an extensive coastal mangrove ecosystem on and around Qeshm Island in the Persian Gulf, renowned for their rich biodiversity and ecological importance as a habitat for numerous marine and bird species.
  • B. New Guinea mangroves
    New Guinea mangroves are a vast coastal forest ecoregion of salt-tolerant trees and shrubs that provide critical habitat and coastal protection around the shores of New Guinea.
  • C. Guinean mangroves
    Guinean mangroves are coastal wetland ecosystems along the West African shoreline, dominated by salt-tolerant mangrove trees that provide critical habitat, coastal protection, and nursery grounds for marine life.
  • D. Al Thakira Mangroves
    Al Thakira Mangroves is a coastal nature reserve in northern Qatar known for its extensive mangrove forests, rich birdlife, and popular kayaking routes.
  • E. Bang Pu mangrove forest
    Bang Pu mangrove forest is a coastal wetland area in Thailand known for its rich mangrove ecosystem, birdlife, and role in shoreline protection and environmental education.
  • 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: Sunda Shelf mangroves
Triple: [Segama River, ecoregion, Sunda Shelf mangroves]
Generated description
The Sunda Shelf mangroves are a vast tropical coastal ecoregion in Southeast Asia characterized by dense mangrove forests that support rich biodiversity and protect shorelines across the shallow Sunda Shelf seas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sunda Shelf mangroves
Target entity description: The Sunda Shelf mangroves are a vast tropical coastal ecoregion in Southeast Asia characterized by dense mangrove forests that support rich biodiversity and protect shorelines across the shallow Sunda Shelf seas.
  • A. Hara mangrove forests
    The Hara mangrove forests are an extensive coastal mangrove ecosystem on and around Qeshm Island in the Persian Gulf, renowned for their rich biodiversity and ecological importance as a habitat for numerous marine and bird species.
  • B. New Guinea mangroves
    New Guinea mangroves are a vast coastal forest ecoregion of salt-tolerant trees and shrubs that provide critical habitat and coastal protection around the shores of New Guinea.
  • C. Guinean mangroves
    Guinean mangroves are coastal wetland ecosystems along the West African shoreline, dominated by salt-tolerant mangrove trees that provide critical habitat, coastal protection, and nursery grounds for marine life.
  • D. Al Thakira Mangroves
    Al Thakira Mangroves is a coastal nature reserve in northern Qatar known for its extensive mangrove forests, rich birdlife, and popular kayaking routes.
  • E. Bang Pu mangrove forest
    Bang Pu mangrove forest is a coastal wetland area in Thailand known for its rich mangrove ecosystem, birdlife, and role in shoreline protection and environmental education.
  • 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_69d85a087b7c81908baa94a53dac8d68 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e006501b488190a2ab09dbf1532571 completed April 15, 2026, 9:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69fec88c69088190a61f0a5719e99b87 completed May 9, 2026, 5:39 a.m.
NEDg Description generation batch_69fec93109c08190a3499e4520e31604 completed May 9, 2026, 5:42 a.m.
NED2 Entity disambiguation (via description) batch_69fecc6fa8f88190aa6956e6e2b1f8ab completed May 9, 2026, 5:55 a.m.
Created at: April 10, 2026, 3:09 a.m.