Triple
T22631753
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Interim Constitution of South Africa |
E558570
|
entity |
| Predicate | adoptedBy |
P1034
|
FINISHED |
| Object | Multi-Party Negotiating Process |
—
|
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: Multi-Party Negotiating Process | Statement: [Interim Constitution of South Africa, adoptedBy, Multi-Party Negotiating Process]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Multi-Party Negotiating Process Context triple: [Interim Constitution of South Africa, adoptedBy, Multi-Party Negotiating Process]
-
A.
Multi‑Party Negotiating Process
chosen
The Multi‑Party Negotiating Process was the forum in the early 1990s where South African political parties and groups negotiated the country’s transition from apartheid to democracy.
-
B.
The Art and Science of Negotiation
The Art and Science of Negotiation is a seminal book that applies decision theory and analytical frameworks to improve negotiation strategy and outcomes in complex, real-world settings.
-
C.
Rubinstein bargaining model
The Rubinstein bargaining model is a foundational game-theoretic framework that analyzes how two parties reach agreement over time through alternating offers under the influence of impatience and strategic delay.
-
D.
Nash bargaining solution
The Nash bargaining solution is a foundational concept in game theory that defines a fair and efficient outcome for two-party bargaining problems based on axioms of rationality and symmetry.
-
E.
Negotiations
"Negotiations" is a 2012 indie rock album by The Helio Sequence known for its atmospheric, introspective sound and lush, reverb-heavy production.
- 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_69e245467d9881908d6985bd0db7a1f1 |
completed | April 17, 2026, 2:35 p.m. |
| NER | Named-entity recognition | batch_69f17009ecb0819082f94505b0e2c5b8 |
completed | April 29, 2026, 2:42 a.m. |
Created at: April 17, 2026, 3:02 p.m.