Triple
T20293529
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Murzuq District |
E510087
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
Southwestern Libya
Southwestern Libya is a sparsely populated desert region of Libya that includes parts of the Sahara and several remote administrative districts such as Murzuq.
|
E873421
|
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: Southwestern Libya | Statement: [Murzuq District, locatedIn, Southwestern Libya]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Southwestern Libya Context triple: [Murzuq District, locatedIn, Southwestern 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.
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.
-
C.
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.
-
D.
Ghat, Libya
Ghat, Libya is a remote desert town in southwestern Libya near the Algerian border, known for its Tuareg culture, historic rock art sites, and location on the edge of the Sahara.
-
E.
Libyan coast
The Libyan coast is the stretch of shoreline along the Mediterranean Sea that borders the North African country of Libya, featuring a mix of sandy beaches, ports, and coastal cities such as Tripoli and Benghazi.
- 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: Southwestern Libya Triple: [Murzuq District, locatedIn, Southwestern Libya]
Generated description
Southwestern Libya is a sparsely populated desert region of Libya that includes parts of the Sahara and several remote administrative districts such as Murzuq.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Southwestern Libya Target entity description: Southwestern Libya is a sparsely populated desert region of Libya that includes parts of the Sahara and several remote administrative districts such as Murzuq.
-
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.
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.
-
C.
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.
-
D.
Ghat, Libya
chosen
Ghat, Libya is a remote desert town in southwestern Libya near the Algerian border, known for its Tuareg culture, historic rock art sites, and location on the edge of the Sahara.
-
E.
Libyan coast
The Libyan coast is the stretch of shoreline along the Mediterranean Sea that borders the North African country of Libya, featuring a mix of sandy beaches, ports, and coastal cities such as Tripoli and Benghazi.
- F. None of above.
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_69e0b4c652388190b782cad965e5a098 |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e67704262c8190bc903b733d849881 |
completed | April 20, 2026, 6:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a085a3004dc8190ba5a464710b5a4ca |
completed | May 16, 2026, 11:51 a.m. |
| NEDg | Description generation | batch_6a085b916420819086ee8f19c1b9cf9f |
completed | May 16, 2026, 11:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a085c149d508190b3349c4c99df7628 |
completed | May 16, 2026, 11:59 a.m. |
Created at: April 16, 2026, 11:13 a.m.