Triple
T16339744
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Freedom and Socialism |
E396764
|
entity |
| Predicate | proposes |
P32
|
FINISHED |
| Object | Ujamaa villages |
E396760
|
NE FINISHED |
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: Ujamaa villages | Statement: [Freedom and Socialism, proposes, Ujamaa villages]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ujamaa villages Context triple: [Freedom and Socialism, proposes, Ujamaa villages]
-
A.
Ujamaa
chosen
Ujamaa is a form of African socialism developed and implemented in Tanzania under Julius Nyerere, emphasizing communal ownership, self-reliance, and rural cooperative living.
-
B.
Ujima
Ujima is one of the seven principles of Kwanzaa, emphasizing collective work and responsibility within the community.
-
C.
Murambi community
The Murambi community is a local population in the Mutare area of Zimbabwe characterized by a predominantly Christian religious identity.
-
D.
Kubwa Village
Kubwa Village is a major suburban settlement within Nigeria’s Federal Capital Territory, known for its rapidly growing residential communities and commercial activity.
-
E.
Kipsigis community
The Kipsigis community is a Kalenjin-speaking ethnic group primarily inhabiting Kenya’s Rift Valley, known for their agro-pastoral lifestyle, rich oral traditions, and age-set social organization.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69d87f26864c819088365ca381a003c2 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e2da08fbc88190a31127d10ca633d6 |
completed | April 18, 2026, 1:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a003c4ca7ac819098cae8aabfe7e395 |
completed | May 10, 2026, 8:05 a.m. |
Created at: April 10, 2026, 5:07 a.m.