Triple
T8325318
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Global University Leaders Forum |
E194937
|
entity |
| Predicate | abbreviation |
P43
|
FINISHED |
| Object |
GULF
GULF is a network of presidents and top leaders from leading global universities that convenes under the World Economic Forum to address key issues in higher education and research.
|
E725121
|
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: GULF | Statement: [Global University Leaders Forum, abbreviation, GULF]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: GULF Context triple: [Global University Leaders Forum, abbreviation, GULF]
-
A.
El Golfo
El Golfo is a small coastal village on Lanzarote in the Canary Islands, famous for its striking green lagoon set in a volcanic crater beside black-sand beaches.
-
B.
Furious Gulf
Furious Gulf is a hard science fiction novel by Gregory Benford, part of his Galactic Center series exploring humanity’s struggle against machine intelligences in a far-future universe.
-
C.
Ragay Gulf
Ragay Gulf is a body of water in the Philippines along the Bicol Peninsula, known for its coastal fisheries and role as a local maritime route.
-
D.
Singitic Gulf
The Singitic Gulf is a coastal inlet of the Aegean Sea along the eastern side of the Chalkidiki peninsula in northern Greece, known for its proximity to Mount Athos and its monastic communities.
-
E.
Kula Gulf
Kula Gulf is a body of water in the Solomon Islands that served as a significant naval battleground during World War II.
- 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: GULF Triple: [Global University Leaders Forum, abbreviation, GULF]
Generated description
GULF is a network of presidents and top leaders from leading global universities that convenes under the World Economic Forum to address key issues in higher education and research.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: GULF Target entity description: GULF is a network of presidents and top leaders from leading global universities that convenes under the World Economic Forum to address key issues in higher education and research.
-
A.
El Golfo
El Golfo is a small coastal village on Lanzarote in the Canary Islands, famous for its striking green lagoon set in a volcanic crater beside black-sand beaches.
-
B.
Furious Gulf
Furious Gulf is a hard science fiction novel by Gregory Benford, part of his Galactic Center series exploring humanity’s struggle against machine intelligences in a far-future universe.
-
C.
Ragay Gulf
Ragay Gulf is a body of water in the Philippines along the Bicol Peninsula, known for its coastal fisheries and role as a local maritime route.
-
D.
Singitic Gulf
The Singitic Gulf is a coastal inlet of the Aegean Sea along the eastern side of the Chalkidiki peninsula in northern Greece, known for its proximity to Mount Athos and its monastic communities.
-
E.
Kula Gulf
Kula Gulf is a body of water in the Solomon Islands that served as a significant naval battleground during World War II.
- 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_69ca82e7a8a88190a32bb5cc0feb012d |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb7f7fba688190b696593dfb2cde5d |
completed | March 31, 2026, 8:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd95b22afc81909c867d83a1744139 |
completed | April 1, 2026, 10:01 p.m. |
| NEDg | Description generation | batch_69cdab60ec308190a9001f9235e556b4 |
completed | April 1, 2026, 11:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cdb2e3457c8190a2d0cb6eeb81c9ef |
completed | April 2, 2026, 12:05 a.m. |
Created at: March 30, 2026, 5:56 p.m.