Triple
T10187445
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Operation Dignity |
E236946
|
entity |
| Predicate | notableCommander |
P1197
|
FINISHED |
| Object |
Waniss Bukhmada
Waniss Bukhmada is a Libyan military commander known for his prominent leadership role in General Khalifa Haftar’s forces during the Libyan civil conflict.
|
E849595
|
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: Waniss Bukhmada | Statement: [Operation Dignity, notableCommander, Waniss Bukhmada]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Waniss Bukhmada Context triple: [Operation Dignity, notableCommander, Waniss Bukhmada]
-
A.
Beni Khalled
Beni Khalled is a town in northeastern Tunisia known for its agricultural production, particularly citrus fruits, within the Nabeul region.
-
B.
Sahel Selim
Sahel Selim is a city in Egypt’s Asyut Governorate, situated along the Nile in Upper Egypt and serving as a local administrative and commercial center.
-
C.
Sarvath El Hassan
Sarvath El Hassan is a Jordanian princess known for her philanthropic work, particularly in education and social development initiatives.
-
D.
Anas al-Abdah
Anas al-Abdah is a Syrian opposition politician who has held senior leadership roles in exile-based bodies opposing Bashar al-Assad’s government during the Syrian Civil War.
-
E.
Ziama Mansouriah
Ziama Mansouriah is a coastal town and commune in northeastern Algeria known for its Mediterranean shoreline and location within Jijel Province.
- 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: Waniss Bukhmada Triple: [Operation Dignity, notableCommander, Waniss Bukhmada]
Generated description
Waniss Bukhmada is a Libyan military commander known for his prominent leadership role in General Khalifa Haftar’s forces during the Libyan civil conflict.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Waniss Bukhmada Target entity description: Waniss Bukhmada is a Libyan military commander known for his prominent leadership role in General Khalifa Haftar’s forces during the Libyan civil conflict.
-
A.
Beni Khalled
Beni Khalled is a town in northeastern Tunisia known for its agricultural production, particularly citrus fruits, within the Nabeul region.
-
B.
Sahel Selim
Sahel Selim is a city in Egypt’s Asyut Governorate, situated along the Nile in Upper Egypt and serving as a local administrative and commercial center.
-
C.
Sarvath El Hassan
Sarvath El Hassan is a Jordanian princess known for her philanthropic work, particularly in education and social development initiatives.
-
D.
Anas al-Abdah
Anas al-Abdah is a Syrian opposition politician who has held senior leadership roles in exile-based bodies opposing Bashar al-Assad’s government during the Syrian Civil War.
-
E.
Ziama Mansouriah
Ziama Mansouriah is a coastal town and commune in northeastern Algeria known for its Mediterranean shoreline and location within Jijel Province.
- 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_69ca84d7260c8190bfbec36762943f37 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cded7a7aac8190af8dcb8374e62d68 |
completed | April 2, 2026, 4:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d652a5fa6c8190ac153678f979cb74 |
completed | April 8, 2026, 1:05 p.m. |
| NEDg | Description generation | batch_69d656c057348190823ae5f1ecc33b61 |
completed | April 8, 2026, 1:23 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d6575318a08190b4591b57f2595d51 |
completed | April 8, 2026, 1:25 p.m. |
Created at: March 30, 2026, 9:12 p.m.