Triple
T5847103
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ghadames Oasis |
E129737
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
Ghadames District
Ghadames District is an administrative region in western Libya that encompasses the historic desert oasis town of Ghadames near the borders with Tunisia and Algeria.
|
E549740
|
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: Ghadames District | Statement: [Ghadames Oasis, locatedIn, Ghadames District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ghadames District Context triple: [Ghadames Oasis, locatedIn, Ghadames District]
-
A.
Salhiya district
Salhiya district is a central neighborhood in Kuwait City known for its commercial complexes, offices, and residential areas.
-
B.
Tinghir Province
Tinghir Province is an administrative division in eastern Morocco known for its dramatic desert landscapes, palm oases, and the Todra Gorge.
-
C.
Zawiya District
Zawiya District is an administrative region in northwestern Libya that includes the coastal city of Zawiya and surrounding areas along the Mediterranean.
-
D.
Errachidia Province
Errachidia Province is an administrative region in eastern Morocco known for its desert landscapes, including the famous Erg Chebbi sand dunes near Merzouga.
-
E.
Jezzine District
Jezzine District is an administrative district in southern Lebanon known for its mountainous landscape, pine forests, and historic town of Jezzine with its famous waterfalls.
- 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: Ghadames District Triple: [Ghadames Oasis, locatedIn, Ghadames District]
Generated description
Ghadames District is an administrative region in western Libya that encompasses the historic desert oasis town of Ghadames near the borders with Tunisia and Algeria.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ghadames District Target entity description: Ghadames District is an administrative region in western Libya that encompasses the historic desert oasis town of Ghadames near the borders with Tunisia and Algeria.
-
A.
Salhiya district
Salhiya district is a central neighborhood in Kuwait City known for its commercial complexes, offices, and residential areas.
-
B.
Tinghir Province
Tinghir Province is an administrative division in eastern Morocco known for its dramatic desert landscapes, palm oases, and the Todra Gorge.
-
C.
Zawiya District
Zawiya District is an administrative region in northwestern Libya that includes the coastal city of Zawiya and surrounding areas along the Mediterranean.
-
D.
Errachidia Province
Errachidia Province is an administrative region in eastern Morocco known for its desert landscapes, including the famous Erg Chebbi sand dunes near Merzouga.
-
E.
Jezzine District
Jezzine District is an administrative district in southern Lebanon known for its mountainous landscape, pine forests, and historic town of Jezzine with its famous waterfalls.
- 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_69c0084bd31c8190a796bb6284845e83 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c0351157508190a78d2a7141e0cee8 |
completed | March 22, 2026, 6:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0a1ad4d888190b4a1e605887b2e2c |
completed | March 23, 2026, 2:13 a.m. |
| NEDg | Description generation | batch_69c0a27765688190b02a1b0cd39a87fe |
completed | March 23, 2026, 2:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0a2fd7ec081909033994e5556a6ae |
completed | March 23, 2026, 2:18 a.m. |
Created at: March 22, 2026, 3:55 p.m.