Triple

T5364627
Position Surface form Disambiguated ID Type / Status
Subject Norman–Byzantine conflicts E103099 entity
Predicate hasPart P35 FINISHED
Object Battle of Demetritzes (1185)
The Battle of Demetritzes (1185) was a decisive engagement in which Byzantine forces under Isaac II Angelos defeated the invading Norman army, helping to end the Norman occupation of parts of the Balkans.
E518127 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: Battle of Demetritzes (1185) | Statement: [Norman–Byzantine conflicts, hasPart, Battle of Demetritzes (1185)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Battle of Demetritzes (1185)
Context triple: [Norman–Byzantine conflicts, hasPart, Battle of Demetritzes (1185)]
  • A. Battle of Dervenakia
    The Battle of Dervenakia was a decisive 1822 engagement of the Greek War of Independence in which Greek revolutionary forces crushed a much larger Ottoman army, securing the Peloponnese.
  • B. Battle of Pelekanon
    The Battle of Pelekanon was a 1329 clash between the Byzantine Empire and the rising Ottoman beylik in northwestern Anatolia that marked a decisive step in the Ottoman encirclement of Constantinople.
  • C. Battle of Pyliavtsi
    The Battle of Pyliavtsi was a major 1648 victory of Bohdan Khmelnytsky’s Cossack-Tatar forces over the Polish–Lithuanian Commonwealth, significantly boosting the momentum of the Khmelnytsky Uprising.
  • D. Battle of Acheloos (917)
    The Battle of Acheloos (917) was a major medieval clash in which the Bulgarian forces under Tsar Simeon I decisively defeated the Byzantine army, significantly shifting the balance of power in the Balkans.
  • E. Battle of Myriokephalon
    The Battle of Myriokephalon was a 1176 clash in which the Seljuk Sultanate of Rum decisively halted Byzantine attempts to reconquer central Anatolia, marking a turning point in the empire’s decline in the region.
  • 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: Battle of Demetritzes (1185)
Triple: [Norman–Byzantine conflicts, hasPart, Battle of Demetritzes (1185)]
Generated description
The Battle of Demetritzes (1185) was a decisive engagement in which Byzantine forces under Isaac II Angelos defeated the invading Norman army, helping to end the Norman occupation of parts of the Balkans.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Battle of Demetritzes (1185)
Target entity description: The Battle of Demetritzes (1185) was a decisive engagement in which Byzantine forces under Isaac II Angelos defeated the invading Norman army, helping to end the Norman occupation of parts of the Balkans.
  • A. Battle of Dervenakia
    The Battle of Dervenakia was a decisive 1822 engagement of the Greek War of Independence in which Greek revolutionary forces crushed a much larger Ottoman army, securing the Peloponnese.
  • B. Battle of Pelekanon
    The Battle of Pelekanon was a 1329 clash between the Byzantine Empire and the rising Ottoman beylik in northwestern Anatolia that marked a decisive step in the Ottoman encirclement of Constantinople.
  • C. Battle of Pyliavtsi
    The Battle of Pyliavtsi was a major 1648 victory of Bohdan Khmelnytsky’s Cossack-Tatar forces over the Polish–Lithuanian Commonwealth, significantly boosting the momentum of the Khmelnytsky Uprising.
  • D. Battle of Acheloos (917)
    The Battle of Acheloos (917) was a major medieval clash in which the Bulgarian forces under Tsar Simeon I decisively defeated the Byzantine army, significantly shifting the balance of power in the Balkans.
  • E. Battle of Myriokephalon
    The Battle of Myriokephalon was a 1176 clash in which the Seljuk Sultanate of Rum decisively halted Byzantine attempts to reconquer central Anatolia, marking a turning point in the empire’s decline in the region.
  • 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_69bd43daa3e4819090b59d127db70e57 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd865d42508190a1a96121674c1020 completed March 20, 2026, 5:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf3a94acc48190a4c0ea39c6b8a405 completed March 22, 2026, 12:40 a.m.
NEDg Description generation batch_69bf3b2a1a888190b4c4191ec6b98b42 completed March 22, 2026, 12:43 a.m.
NED2 Entity disambiguation (via description) batch_69bf3b8170748190b2e7e427323d55f9 completed March 22, 2026, 12:44 a.m.
Created at: March 20, 2026, 2:02 p.m.