Triple
T11943853
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shuwa Arabic |
E284243
|
entity |
| Predicate | spokenInUrbanAreasOf |
P8343
|
FINISHED |
| Object | N'Djamena |
E113463
|
NE FINISHED |
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: N'Djamena | Statement: [Shuwa Arabic, spokenInUrbanAreasOf, N'Djamena]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: N'Djamena Context triple: [Shuwa Arabic, spokenInUrbanAreasOf, N'Djamena]
-
A.
N'Djamena
chosen
N'Djamena is the largest city and political, economic, and cultural center of Chad, located in the southwestern part of the country near the border with Cameroon.
-
B.
Ouaga
Ouaga is the commonly used short name for Ouagadougou, the capital and largest city of Burkina Faso.
-
C.
Moundou
Moundou is a major city in southwestern Chad and an important industrial and commercial center, particularly known for its cotton and oil industries.
-
D.
Abéché
Abéché is a major city in eastern Chad that serves as an important regional trade and administrative center.
-
E.
Bangui
Bangui is the capital and largest city of the Central African Republic, serving as its political, economic, and cultural center.
- 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: spokenInUrbanAreasOf Context triple: [Shuwa Arabic, spokenInUrbanAreasOf, N'Djamena]
-
A.
spokenInUrbanArea
chosen
Indicates that an utterance or speech event occurs within a city or densely populated urban environment.
-
B.
spokenInRuralAreasOf
Indicates that something (typically a language, dialect, or speech variety) is used or spoken primarily in the rural areas of a specified region or country.
-
C.
withinUrbanArea
Indicates that one entity is located inside the spatial boundaries of an urban area associated with another entity.
-
D.
appliesToUrbanArea
Indicates that the relationship, rule, or condition is specifically relevant or applicable to an urban area.
-
E.
statusInUrbanAreas
Indicates the condition, prevalence, or situation of something specifically within urban areas.
- F. None of above.
Provenance (4 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_69d6ab2db38c8190b1f0ed6663ef8ada |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d9034444488190925a6fa6c856ed08 |
completed | April 10, 2026, 2:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f62a74cd8c8190a1b2aac622b11edc |
completed | May 2, 2026, 4:46 p.m. |
| PD | Predicate disambiguation | batch_69d8bb3e48e08190b2fee43af4f57323 |
completed | April 10, 2026, 8:56 a.m. |
Created at: April 8, 2026, 9:45 p.m.