Triple

T9525464
Position Surface form Disambiguated ID Type / Status
Subject Mesoamerican Barrier Reef System E229748 entity
Predicate hasConservationProgram P6139 FINISHED
Object Mesoamerican Reef (MAR) Initiative
The Mesoamerican Reef (MAR) Initiative is a regional conservation partnership that coordinates efforts among countries, NGOs, and local communities to protect and sustainably manage the Mesoamerican Barrier Reef ecosystem.
E804848 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: Mesoamerican Reef (MAR) Initiative | Statement: [Mesoamerican Barrier Reef System, hasConservationProgram, Mesoamerican Reef (MAR) Initiative]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mesoamerican Reef (MAR) Initiative
Context triple: [Mesoamerican Barrier Reef System, hasConservationProgram, Mesoamerican Reef (MAR) Initiative]
  • A. Mesoamerican Barrier Reef System
    The Mesoamerican Barrier Reef System is the second-largest coral reef system in the world, stretching along the coasts of Mexico, Belize, Guatemala, and Honduras and supporting exceptionally rich marine biodiversity.
  • B. Coral Triangle Initiative on Coral Reefs, Fisheries and Food Security
    The Coral Triangle Initiative on Coral Reefs, Fisheries and Food Security is a multilateral partnership among Coral Triangle countries aimed at protecting marine biodiversity, promoting sustainable fisheries, and enhancing coastal food security in the region.
  • C. Belize Barrier Reef Reserve System
    The Belize Barrier Reef Reserve System is a UNESCO World Heritage Site comprising the largest barrier reef in the Northern Hemisphere, renowned for its exceptional marine biodiversity and critical conservation value.
  • D. Cabo Pulmo National Park
    Cabo Pulmo National Park is a renowned marine reserve in Baja California Sur, Mexico, celebrated for its recovered coral reef ecosystem and rich marine biodiversity.
  • E. Ría Celestún Biosphere Reserve
    Ría Celestún Biosphere Reserve is a coastal wetland and wildlife sanctuary in Yucatán, Mexico, renowned for its mangroves, rich biodiversity, and large flocks of flamingos.
  • 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: Mesoamerican Reef (MAR) Initiative
Triple: [Mesoamerican Barrier Reef System, hasConservationProgram, Mesoamerican Reef (MAR) Initiative]
Generated description
The Mesoamerican Reef (MAR) Initiative is a regional conservation partnership that coordinates efforts among countries, NGOs, and local communities to protect and sustainably manage the Mesoamerican Barrier Reef ecosystem.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mesoamerican Reef (MAR) Initiative
Target entity description: The Mesoamerican Reef (MAR) Initiative is a regional conservation partnership that coordinates efforts among countries, NGOs, and local communities to protect and sustainably manage the Mesoamerican Barrier Reef ecosystem.
  • A. Mesoamerican Barrier Reef System
    The Mesoamerican Barrier Reef System is the second-largest coral reef system in the world, stretching along the coasts of Mexico, Belize, Guatemala, and Honduras and supporting exceptionally rich marine biodiversity.
  • B. Coral Triangle Initiative on Coral Reefs, Fisheries and Food Security
    The Coral Triangle Initiative on Coral Reefs, Fisheries and Food Security is a multilateral partnership among Coral Triangle countries aimed at protecting marine biodiversity, promoting sustainable fisheries, and enhancing coastal food security in the region.
  • C. Belize Barrier Reef Reserve System
    The Belize Barrier Reef Reserve System is a UNESCO World Heritage Site comprising the largest barrier reef in the Northern Hemisphere, renowned for its exceptional marine biodiversity and critical conservation value.
  • D. Cabo Pulmo National Park
    Cabo Pulmo National Park is a renowned marine reserve in Baja California Sur, Mexico, celebrated for its recovered coral reef ecosystem and rich marine biodiversity.
  • E. Ría Celestún Biosphere Reserve
    Ría Celestún Biosphere Reserve is a coastal wetland and wildlife sanctuary in Yucatán, Mexico, renowned for its mangroves, rich biodiversity, and large flocks of flamingos.
  • 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_69ca847870a881909d8d751a7d29da39 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd989b529c81909ee18dd3d468c816 completed April 1, 2026, 10:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69d14c1f10748190a36d2092d593be97 completed April 4, 2026, 5:36 p.m.
NEDg Description generation batch_69d14cbfcbbc8190b6601a99dc773cb3 completed April 4, 2026, 5:39 p.m.
NED2 Entity disambiguation (via description) batch_69d14d29d32c8190a8615b3450492abc completed April 4, 2026, 5:40 p.m.
Created at: March 30, 2026, 7:59 p.m.