Triple
T368248
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Second Libyan Civil War |
E8210
|
entity |
| Predicate | commander |
P1061
|
FINISHED |
| Object |
Fayez al-Sarraj
Fayez al-Sarraj is a Libyan politician who served as the head of the UN-backed Government of National Accord during the Second Libyan Civil War.
|
E47824
|
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: Fayez al-Sarraj | Statement: [Second Libyan Civil War, commander, Fayez al-Sarraj]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fayez al-Sarraj Context triple: [Second Libyan Civil War, commander, Fayez al-Sarraj]
-
A.
Khalifa Haftar
Khalifa Haftar is a Libyan military officer and warlord who leads the eastern-based Libyan National Army and has been a central figure in Libya’s post-2011 conflicts.
-
B.
Adly Mansour
Adly Mansour is an Egyptian judge and politician who served as the interim President of Egypt following the 2013 ouster of Mohamed Morsi.
-
C.
Rafiq al-Natsheh
Rafiq al-Natsheh is a Palestinian politician who has held senior leadership roles in Palestinian governance and within the Fatah movement.
-
D.
Ashraf Ghani
Ashraf Ghani is an Afghan academic and politician who served as President of Afghanistan from 2014 until the Taliban takeover in 2021.
-
E.
Amr Moussa
Amr Moussa is an Egyptian diplomat and politician best known for serving as Egypt’s foreign minister and later as secretary-general of the Arab League.
- 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: Fayez al-Sarraj Triple: [Second Libyan Civil War, commander, Fayez al-Sarraj]
Generated description
Fayez al-Sarraj is a Libyan politician who served as the head of the UN-backed Government of National Accord during the Second Libyan Civil War.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fayez al-Sarraj Target entity description: Fayez al-Sarraj is a Libyan politician who served as the head of the UN-backed Government of National Accord during the Second Libyan Civil War.
-
A.
Khalifa Haftar
Khalifa Haftar is a Libyan military officer and warlord who leads the eastern-based Libyan National Army and has been a central figure in Libya’s post-2011 conflicts.
-
B.
Adly Mansour
Adly Mansour is an Egyptian judge and politician who served as the interim President of Egypt following the 2013 ouster of Mohamed Morsi.
-
C.
Rafiq al-Natsheh
Rafiq al-Natsheh is a Palestinian politician who has held senior leadership roles in Palestinian governance and within the Fatah movement.
-
D.
Ashraf Ghani
Ashraf Ghani is an Afghan academic and politician who served as President of Afghanistan from 2014 until the Taliban takeover in 2021.
-
E.
Amr Moussa
Amr Moussa is an Egyptian diplomat and politician best known for serving as Egypt’s foreign minister and later as secretary-general of the Arab League.
- 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_69a2e7f2ec648190b42bc7db424f8109 |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2ebeab13c8190b15c2f10310ec6a8 |
completed | Feb. 28, 2026, 1:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3f4d8e8688190a35d50b99b85bb7f |
completed | March 1, 2026, 8:12 a.m. |
| NEDg | Description generation | batch_69a3f73a9f588190a45d55f29cdbe65d |
completed | March 1, 2026, 8:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3f7ece1a081908c899a2b4ff12e89 |
completed | March 1, 2026, 8:25 a.m. |
Created at: Feb. 28, 2026, 1:08 p.m.