Triple
T18194864
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ISO 20121 |
E435633
|
entity |
| Predicate | title |
P38
|
FINISHED |
| Object | Event sustainability management systems — Requirements with guidance for use |
—
|
NE NERFINISHED |
How this triple was built (2 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: Event sustainability management systems — Requirements with guidance for use | Statement: [ISO 20121, title, Event sustainability management systems — Requirements with guidance for use]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Event sustainability management systems — Requirements with guidance for use Context triple: [ISO 20121, title, Event sustainability management systems — Requirements with guidance for use]
-
A.
Sustainable Hospitality Management
Sustainable Hospitality Management is an academic program focused on preparing students to lead environmentally and socially responsible operations in the hospitality and tourism industry.
-
B.
ISO 20121
chosen
ISO 20121 is an international standard that provides a framework for managing and improving the sustainability of events and event-related activities.
-
C.
Global Sustainability Assessment System (GSAS)
The Global Sustainability Assessment System (GSAS) is a performance-based green building rating and certification framework widely used in the Middle East to evaluate and improve the environmental sustainability of buildings and infrastructure.
-
D.
The Wisdom of Sustainability
The Wisdom of Sustainability is a book by Thai activist and Buddhist scholar Sulak Sivaraksa that explores socially engaged Buddhism, environmental responsibility, and alternative development grounded in ethical and spiritual values.
-
E.
10-Year Framework of Programmes on Sustainable Consumption and Production Patterns
The 10-Year Framework of Programmes on Sustainable Consumption and Production Patterns is a global commitment adopted at the UN Conference on Sustainable Development (Rio+20) to support and scale up national and regional initiatives that promote resource-efficient, low-waste, and sustainable consumption and production practices.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69d8b90c7ec081909b4694ccecb449c6 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4e0d1eb1c81908c20b6d15e9c4e8e |
completed | April 19, 2026, 2:04 p.m. |
Created at: April 10, 2026, 10:31 a.m.