Triple
T19821954
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | COP23 |
E476215
|
entity |
| Predicate | launchedProcess |
P38222
|
FINISHED |
| Object | Talanoa Dialogue |
—
|
NE NERFINISHED |
How this triple was built (3 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: Talanoa Dialogue | Statement: [COP23, launchedProcess, Talanoa Dialogue]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Talanoa Dialogue Context triple: [COP23, launchedProcess, Talanoa Dialogue]
-
A.
Talanoa Dialogue
chosen
The Talanoa Dialogue is a United Nations climate process that facilitates inclusive, participatory storytelling and information-sharing among countries to raise collective ambition on climate action.
-
B.
Ulupono Initiative
Ulupono Initiative is a Hawaii-based impact investment and philanthropic organization focused on advancing local sustainability in areas like renewable energy, local food production, and waste reduction.
-
C.
National Dialogue Quartet
The National Dialogue Quartet is a coalition of Tunisian civil society organizations that played a pivotal mediating role in Tunisia’s democratic transition after the Arab Spring, earning the 2015 Nobel Peace Prize.
-
D.
Te Taoū
Te Taoū is a hapū (subtribe) of the Ngāti Whātua iwi, traditionally associated with the Tāmaki Makaurau (Auckland) region of Aotearoa New Zealand.
-
E.
Te Kara o Te Whakakotahitanga
Te Kara o Te Whakakotahitanga is a prominent Māori sovereignty flag symbolizing Indigenous self-determination and unity in Aotearoa New Zealand.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: launchedProcess Context triple: [COP23, launchedProcess, Talanoa Dialogue]
-
A.
createdProcess
chosen
Indicates that an entity is responsible for originating or bringing into existence a particular process.
-
B.
programLaunch
Indicates the initiation or start of a software program or application.
-
C.
launchedWith
Indicates that one entity was initiated, started, or set into motion together with another entity as part of the same launch event.
-
D.
testedProcess
Indicates that an entity has performed a test or evaluation on a specific process.
-
E.
launchedUnder
Indicates that one entity was initiated, started, or brought into operation under the authority, auspices, or framework of another entity (such as a program, organization, or policy).
- F. None of above.
Provenance (3 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_69d8e51c7c188190b926f3a2a7b5f881 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e654ffb37c8190be540a793befe16c |
completed | April 20, 2026, 4:31 p.m. |
| PD | Predicate disambiguation | batch_69e5305bda388190a23b7191768107b1 |
completed | April 19, 2026, 7:43 p.m. |
Created at: April 10, 2026, 1:50 p.m.