Triple
T8386192
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Huns |
E197823
|
entity |
| Predicate | foughtInBattle |
P76408
|
FINISHED |
| Object | Battle of the Catalaunian Plains |
E68760
|
NE FINISHED |
How this triple was built (3 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 the Catalaunian Plains | Statement: [Huns, foughtInBattle, Battle of the Catalaunian Plains]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Battle of the Catalaunian Plains Context triple: [Huns, foughtInBattle, Battle of the Catalaunian Plains]
-
A.
Battle of the Catalaunian Plains
chosen
The Battle of the Catalaunian Plains was a pivotal 451 AD clash in Gaul where Roman and allied forces halted Attila the Hun’s advance into Western Europe.
-
B.
Battle of Naissus
The Battle of Naissus was a major 3rd-century clash in which Roman forces decisively defeated invading Gothic tribes, helping to stabilize the Roman Empire’s Balkan frontier.
-
C.
Battle of Abrittus
The Battle of Abrittus was a 251 AD clash in which Roman Emperor Decius and his son were killed fighting the Goths, marking a major crisis point for the Roman Empire.
-
D.
Battle of Tolbiac
The Battle of Tolbiac was a late 5th-century clash traditionally associated with the Franks’ victory over the Alemanni and the legendary conversion of King Clovis I to Christianity.
-
E.
Battle of Cibalae
The Battle of Cibalae was a pivotal 314 AD clash between the Roman emperors Constantine I and Licinius that helped secure Constantine’s dominance in the later Roman Empire.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: foughtInBattle Context triple: [Huns, foughtInBattle, Battle of the Catalaunian Plains]
-
A.
battledIn
Indicates that two or more entities engaged in a battle or conflict that took place at a specific location or during a particular event.
-
B.
battleParticipated
chosen
Indicates that an entity took part in a specific battle as a combatant or participant.
-
C.
battleWasPartOf
Indicates that a specific battle occurred as a component or phase within a larger military campaign, war, or conflict.
-
D.
associatedWithBattle
Indicates a relationship where an entity is connected or linked to a specific battle, such as by participation, relevance, or involvement.
-
E.
allyInBattle
Indicates that two or more entities cooperate on the same side as partners during a specific battle or combat situation.
- F. None of above.
Provenance (4 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_69ca82f749388190bffbea6dfb509016 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb80e1bcdc81909111aa33ee996e0a |
completed | March 31, 2026, 8:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cebb45b10c8190a0bc75c415aa6736 |
completed | April 2, 2026, 6:53 p.m. |
| PD | Predicate disambiguation | batch_69cb70cfe82881909fe374ba52649e84 |
completed | March 31, 2026, 6:59 a.m. |
Created at: March 30, 2026, 6:02 p.m.