Triple
T9074426
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ifoghas |
E217448
|
entity |
| Predicate | locatedNear |
P294
|
FINISHED |
| Object | Algerian–Malian border |
E776642
|
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: Algerian–Malian border | Statement: [Ifoghas, locatedNear, Algerian–Malian border]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Algerian–Malian border Context triple: [Ifoghas, locatedNear, Algerian–Malian border]
-
A.
Mali–Algeria border
chosen
The Mali–Algeria border is a remote, largely desert frontier in the central Sahara that separates northern Mali from southern Algeria and has strategic significance for trans-Saharan trade and security.
-
B.
Libya–Algeria border
The Libya–Algeria border is an arid, sparsely populated frontier in North Africa separating eastern Algeria from western Libya across the Sahara Desert.
-
C.
Mali–Burkina Faso border region
The Mali–Burkina Faso border region is a sparsely governed Sahelian frontier zone marked by desert and semi-arid landscapes, where state presence is weak and jihadist insurgencies, communal violence, and illicit trafficking are widespread.
-
D.
Libya–Tunisia border
The Libya–Tunisia border is an international boundary in North Africa separating Libya and Tunisia, running from the Mediterranean coast through desert regions near oases such as Ghadames.
-
E.
Chad–Sudan border
The Chad–Sudan border is a long, sparsely populated frontier in central Africa that separates eastern Chad from western Sudan and is home to diverse ethnic groups and languages.
- 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_69ca83d6c14c8190bc056d927f00a2a2 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cc95c4026c8190b553aedb9f4beabb |
completed | April 1, 2026, 3:49 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d017aea1e481909f329ff451ed941c |
completed | April 3, 2026, 7:40 p.m. |
Created at: March 30, 2026, 7:12 p.m.