Triple
T9193408
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Goukouni Oueddei’s forces |
E220643
|
entity |
| Predicate | activeIn |
P1560
|
FINISHED |
| Object |
Libya–Chad border region
The Libya–Chad border region is a sparsely populated, desert frontier zone that has long been a focal point of territorial disputes, rebel activity, and cross-border military conflict between Libya and Chad.
|
E783228
|
NE FINISHED |
How this triple was built (4 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: Libya–Chad border region | Statement: [Goukouni Oueddei’s forces, activeIn, Libya–Chad border region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Libya–Chad border region Context triple: [Goukouni Oueddei’s forces, activeIn, Libya–Chad border region]
-
A.
Egypt–Libya border region
The Egypt–Libya border region is a strategic desert frontier in North Africa that served as a major theater of operations during the Western Desert Campaign of World War II.
-
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.
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.
-
D.
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.
-
E.
northern Chad
Northern Chad is a sparsely populated Saharan region characterized by desert landscapes, nomadic communities, and significant ethnic diversity including groups such as the Gorane.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Libya–Chad border region Triple: [Goukouni Oueddei’s forces, activeIn, Libya–Chad border region]
Generated description
The Libya–Chad border region is a sparsely populated, desert frontier zone that has long been a focal point of territorial disputes, rebel activity, and cross-border military conflict between Libya and Chad.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Libya–Chad border region Target entity description: The Libya–Chad border region is a sparsely populated, desert frontier zone that has long been a focal point of territorial disputes, rebel activity, and cross-border military conflict between Libya and Chad.
-
A.
Egypt–Libya border region
The Egypt–Libya border region is a strategic desert frontier in North Africa that served as a major theater of operations during the Western Desert Campaign of World War II.
-
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.
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.
-
D.
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.
-
E.
northern Chad
Northern Chad is a sparsely populated Saharan region characterized by desert landscapes, nomadic communities, and significant ethnic diversity including groups such as the Gorane.
- F. None of above. chosen
Provenance (5 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_69ca83e7ba70819088b74866d9da2c30 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69ccd5c1fa9c8190bc5cc6dce8778694 |
completed | April 1, 2026, 8:22 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d05c313004819090fe0e5d4e7bc15e |
completed | April 4, 2026, 12:32 a.m. |
| NEDg | Description generation | batch_69d05d138c288190a0eab9be6bd649c0 |
completed | April 4, 2026, 12:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d05df1a0888190a2bdc48a159b865e |
completed | April 4, 2026, 12:40 a.m. |
Created at: March 30, 2026, 7:24 p.m.