Triple
T20293699
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lake Gaberoun |
E510091
|
entity |
| Predicate | near |
P350
|
FINISHED |
| Object |
Germa, Libya
Germa, Libya is an oasis town in southwestern Libya that served as the ancient capital of the Garamantian civilization in the Fezzan region.
|
E1422854
|
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: Germa, Libya | Statement: [Lake Gaberoun, near, Germa, Libya]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Germa, Libya Context triple: [Lake Gaberoun, near, Germa, Libya]
-
A.
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.
-
B.
Libyans
Libyans are the Arabic-speaking North African people native to the country of Libya, with a cultural heritage shaped by Arab, Berber, Mediterranean, and Saharan influences.
-
C.
Libya
Libya is a North African country on the Mediterranean coast, known for its vast desert landscapes, significant oil reserves, and history spanning from ancient civilizations to modern political upheavals.
-
D.
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.
-
E.
El Azizia, Algeria
El Azizia is a small town in Algeria notable as the birthplace of prominent diplomat Lakhdar Brahimi.
- 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: Germa, Libya Triple: [Lake Gaberoun, near, Germa, Libya]
Generated description
Germa, Libya is an oasis town in southwestern Libya that served as the ancient capital of the Garamantian civilization in the Fezzan region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Germa, Libya Target entity description: Germa, Libya is an oasis town in southwestern Libya that served as the ancient capital of the Garamantian civilization in the Fezzan region.
-
A.
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.
-
B.
Libyans
Libyans are the Arabic-speaking North African people native to the country of Libya, with a cultural heritage shaped by Arab, Berber, Mediterranean, and Saharan influences.
-
C.
Libya
Libya is a North African country on the Mediterranean coast, known for its vast desert landscapes, significant oil reserves, and history spanning from ancient civilizations to modern political upheavals.
-
D.
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.
-
E.
El Azizia, Algeria
El Azizia is a small town in Algeria notable as the birthplace of prominent diplomat Lakhdar Brahimi.
- 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_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.