Triple
T8313984
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Battle of Heliopolis (640) |
E194657
|
entity |
| Predicate | opponent |
P437
|
FINISHED |
| Object | Byzantine forces in Egypt |
E19428
|
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: Byzantine forces in Egypt | Statement: [Battle of Heliopolis (640), opponent, Byzantine forces in Egypt]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Byzantine forces in Egypt Context triple: [Battle of Heliopolis (640), opponent, Byzantine forces in Egypt]
-
A.
Byzantine Egypt
chosen
Byzantine Egypt was the eastern Roman Empire’s province in northeastern Africa, centered on Alexandria and known for its strategic, economic, and religious importance from the 4th to 7th centuries.
-
B.
Macedonian conquest of Egypt
The Macedonian conquest of Egypt was Alexander the Great’s takeover of Egypt in 332–331 BCE, ending native pharaonic rule and initiating the Hellenistic Ptolemaic dynasty.
-
C.
Byzantine expeditionary force in Italy
The Byzantine expeditionary force in Italy was the imperial army sent by the Eastern Roman (Byzantine) Empire to reconquer and secure the Italian peninsula during the Gothic War in the 6th century.
-
D.
Byzantine theme of Syria
The Byzantine theme of Syria was a major military-administrative province of the Byzantine Empire centered on Antioch, serving as a key frontier region against Arab powers in the Middle Ages.
-
E.
Byzantine armed forces
The Byzantine armed forces were the military institutions of the Eastern Roman (Byzantine) Empire, combining professional land armies and a powerful navy to defend and expand the empire over more than a millennium.
- 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_69ca82e6e2648190a31eaf6f4f757b2a |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb7f52c5cc8190b5a95ee0aa4ddda5 |
completed | March 31, 2026, 8:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd957ac9788190b4253cca9b4b095d |
completed | April 1, 2026, 10 p.m. |
Created at: March 30, 2026, 5:55 p.m.