Triple
T10699671
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Eastern Libya |
E252238
|
entity |
| Predicate | borders |
P224
|
FINISHED |
| Object |
Central Libya
Central Libya is the middle region of Libya, encompassing parts of the Sahara Desert and key inland and coastal areas between the country’s eastern and western zones.
|
E881880
|
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: Central Libya | Statement: [Eastern Libya, borders, Central Libya]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Central Libya Context triple: [Eastern Libya, borders, Central Libya]
-
A.
eastern Libya
Eastern Libya is a historically significant and sparsely populated region of Libya along the Mediterranean coast, encompassing cities such as Benghazi and Derna and often serving as a focal point of the country’s political and military conflicts.
-
B.
western Libya
Western Libya is the region of Libya encompassing the capital Tripoli and surrounding coastal and inland areas, long marked by strategic political, economic, and military significance.
-
C.
Sirte, Libya
Sirte, Libya is a coastal city on the Mediterranean Sea that gained international prominence as Muammar Gaddafi’s final stronghold and the site of his death during the 2011 Libyan civil war.
-
D.
Fezzan
Fezzan is a sparsely populated desert region in southwestern Libya, historically significant as a trans-Saharan trade hub and home to several ancient oasis settlements.
-
E.
Ghadamès region
Ghadamès region is a historic area in western Libya centered around the ancient oasis town of Ghadamès, known for its distinctive Saharan architecture and long-standing role as a trans-Saharan trading hub.
- 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: Central Libya Triple: [Eastern Libya, borders, Central Libya]
Generated description
Central Libya is the middle region of Libya, encompassing parts of the Sahara Desert and key inland and coastal areas between the country’s eastern and western zones.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Central Libya Target entity description: Central Libya is the middle region of Libya, encompassing parts of the Sahara Desert and key inland and coastal areas between the country’s eastern and western zones.
-
A.
eastern Libya
Eastern Libya is a historically significant and sparsely populated region of Libya along the Mediterranean coast, encompassing cities such as Benghazi and Derna and often serving as a focal point of the country’s political and military conflicts.
-
B.
western Libya
Western Libya is the region of Libya encompassing the capital Tripoli and surrounding coastal and inland areas, long marked by strategic political, economic, and military significance.
-
C.
Sirte, Libya
Sirte, Libya is a coastal city on the Mediterranean Sea that gained international prominence as Muammar Gaddafi’s final stronghold and the site of his death during the 2011 Libyan civil war.
-
D.
Fezzan
Fezzan is a sparsely populated desert region in southwestern Libya, historically significant as a trans-Saharan trade hub and home to several ancient oasis settlements.
-
E.
Ghadamès region
Ghadamès region is a historic area in western Libya centered around the ancient oasis town of Ghadamès, known for its distinctive Saharan architecture and long-standing role as a trans-Saharan trading hub.
- 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_69d6aa5cbabc8190973e683950d89faf |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d6fd8abd7c81909c274aa1699a3695 |
completed | April 9, 2026, 1:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69dbb703b1ec8190b11fbb381c929a90 |
completed | April 12, 2026, 3:15 p.m. |
| NEDg | Description generation | batch_69dbbbe3d9dc819088f85d41ef66ab29 |
completed | April 12, 2026, 3:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69dbc58a5ef481908e67fff6686fb506 |
completed | April 12, 2026, 4:17 p.m. |
Created at: April 8, 2026, 9:12 p.m.