Triple
T368265
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Second Libyan Civil War |
E8210
|
entity |
| Predicate | significantEvent |
P259
|
FINISHED |
| Object | Battle of Benghazi |
E43249
|
NE FINISHED |
How this triple was built (2 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: Battle of Benghazi | Statement: [Second Libyan Civil War, significantEvent, Battle of Benghazi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Battle of Benghazi Context triple: [Second Libyan Civil War, significantEvent, Battle of Benghazi]
-
A.
Battle of Benghazi
chosen
The Battle of Benghazi was a key early confrontation in the 2011 Libyan uprising in which rebel forces clashed with Muammar Gaddafi’s troops for control of the country’s second-largest city, prompting international intervention.
-
B.
Battle of Misrata
The Battle of Misrata was a major and prolonged urban confrontation during the 2011 Libyan Civil War, in which rebel forces defended the strategic coastal city of Misrata against sustained attacks by Muammar Gaddafi’s troops.
-
C.
Battle of Alam el Halfa
The Battle of Alam el Halfa was a key World War II engagement in late August–early September 1942 near El Alamein in Egypt, where British-led forces successfully halted Erwin Rommel’s final major offensive into Egypt.
-
D.
Battle of Bir Hakeim
The Battle of Bir Hakeim was a pivotal 1942 North African engagement in which Free French forces held off Axis troops in the Libyan desert, significantly delaying the advance toward Egypt.
-
E.
Battle of Otumba
The Battle of Otumba was a pivotal 1520 engagement in central Mexico where Hernán Cortés’s outnumbered Spanish and allied Indigenous forces defeated a large Aztec army, helping to secure the eventual fall of the Aztec Empire.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69a3fafb2df881909d5528acfb536ea8 |
completed | March 1, 2026, 8:38 a.m. |
Created at: Feb. 28, 2026, 1:08 p.m.