Triple
T2144441
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Battle of Tripoli (2019–2020) |
E47031
|
entity |
| Predicate | commander |
P1061
|
FINISHED |
| Object |
Mohamed al-Haddad
Mohamed al-Haddad is a Libyan military officer who has served as a senior commander in forces aligned with the internationally recognized Government of National Accord during the country’s recent civil conflict.
|
E276259
|
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: Mohamed al-Haddad | Statement: [Battle of Tripoli (2019–2020), commander, Mohamed al-Haddad]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mohamed al-Haddad Context triple: [Battle of Tripoli (2019–2020), commander, Mohamed al-Haddad]
-
A.
Zakaria Mohieddin
Zakaria Mohieddin was an Egyptian military officer and politician who played a key role in the 1952 revolution and later served in senior positions under President Gamal Abdel Nasser, including as vice president and prime minister.
-
B.
Abdurrahim El-Keib
Abdurrahim El-Keib was a Libyan academic and politician who served as interim prime minister during the post-Gaddafi transitional period.
-
C.
Abdulla Al Mandous
Abdulla Al Mandous is an Emirati meteorologist and climate expert who serves as president of the World Meteorological Organization, helping to guide global policy and cooperation on weather, climate, and water issues.
-
D.
Mohand al-Shehri
Mohand al-Shehri was a Saudi national and al-Qaeda operative who participated as one of the suicide hijackers in the September 11, 2001 terrorist attacks in the United States.
-
E.
Mahmoud Hessaby
Mahmoud Hessaby was a prominent Iranian physicist, educator, and statesman often regarded as the father of modern physics in Iran.
- 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: Mohamed al-Haddad Triple: [Battle of Tripoli (2019–2020), commander, Mohamed al-Haddad]
Generated description
Mohamed al-Haddad is a Libyan military officer who has served as a senior commander in forces aligned with the internationally recognized Government of National Accord during the country’s recent civil conflict.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mohamed al-Haddad Target entity description: Mohamed al-Haddad is a Libyan military officer who has served as a senior commander in forces aligned with the internationally recognized Government of National Accord during the country’s recent civil conflict.
-
A.
Zakaria Mohieddin
Zakaria Mohieddin was an Egyptian military officer and politician who played a key role in the 1952 revolution and later served in senior positions under President Gamal Abdel Nasser, including as vice president and prime minister.
-
B.
Abdurrahim El-Keib
Abdurrahim El-Keib was a Libyan academic and politician who served as interim prime minister during the post-Gaddafi transitional period.
-
C.
Abdulla Al Mandous
Abdulla Al Mandous is an Emirati meteorologist and climate expert who serves as president of the World Meteorological Organization, helping to guide global policy and cooperation on weather, climate, and water issues.
-
D.
Mohand al-Shehri
Mohand al-Shehri was a Saudi national and al-Qaeda operative who participated as one of the suicide hijackers in the September 11, 2001 terrorist attacks in the United States.
-
E.
Mahmoud Hessaby
Mahmoud Hessaby was a prominent Iranian physicist, educator, and statesman often regarded as the father of modern physics in Iran.
- 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_69a88a1933e0819094f18426ed74180f |
completed | March 4, 2026, 7:38 p.m. |
| NER | Named-entity recognition | batch_69abbe223f848190a60bd0f15aed1021 |
completed | March 7, 2026, 5:56 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af5cbcf8dc8190a3319bdf58dce307 |
completed | March 9, 2026, 11:50 p.m. |
| NEDg | Description generation | batch_69af5d4795288190bb09c1a928e70b3e |
completed | March 9, 2026, 11:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69af5dca88948190b0b195bce7126891 |
completed | March 9, 2026, 11:54 p.m. |
Created at: March 4, 2026, 7:44 p.m.