Triple
T2376752
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Roman–Parthian War of 161–166 |
E46214
|
entity |
| Predicate | commander |
P1061
|
FINISHED |
| Object |
M. Claudius Fronto
M. Claudius Fronto was a Roman military commander and senator of the 2nd century AD, noted for his leadership in Rome’s eastern campaigns against Parthia.
|
E267336
|
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: M. Claudius Fronto | Statement: [Roman–Parthian War of 161–166, commander, M. Claudius Fronto]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: M. Claudius Fronto Context triple: [Roman–Parthian War of 161–166, commander, M. Claudius Fronto]
-
A.
Gaius Aurelius Cotta
Gaius Aurelius Cotta was a Roman statesman and consul of the 3rd century BC, noted for his role in Roman politics and military affairs.
-
B.
Gnaeus Cornelius Lentulus Marcellinus
Gnaeus Cornelius Lentulus Marcellinus was a Roman senator of the late Republic who served as consul in 56 BC and belonged to the prominent patrician Cornelii Lentuli family.
-
C.
Lex Plautia Papiria
Lex Plautia Papiria was a Roman law enacted during the Social War that granted Roman citizenship to certain Italian allies who laid down their arms and registered with a Roman magistrate.
-
D.
Dio Cassius
Dio Cassius was a Roman statesman and historian best known for his extensive work "Roman History," which chronicles the Roman Empire from its founding to his own time.
-
E.
Gnaeus Egnatius
Gnaeus Egnatius was a Roman proconsul and road-builder best known for initiating the construction of the Via Egnatia across the Balkans in the 2nd century BCE.
- 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: M. Claudius Fronto Triple: [Roman–Parthian War of 161–166, commander, M. Claudius Fronto]
Generated description
M. Claudius Fronto was a Roman military commander and senator of the 2nd century AD, noted for his leadership in Rome’s eastern campaigns against Parthia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: M. Claudius Fronto Target entity description: M. Claudius Fronto was a Roman military commander and senator of the 2nd century AD, noted for his leadership in Rome’s eastern campaigns against Parthia.
-
A.
Gaius Aurelius Cotta
Gaius Aurelius Cotta was a Roman statesman and consul of the 3rd century BC, noted for his role in Roman politics and military affairs.
-
B.
Gnaeus Cornelius Lentulus Marcellinus
Gnaeus Cornelius Lentulus Marcellinus was a Roman senator of the late Republic who served as consul in 56 BC and belonged to the prominent patrician Cornelii Lentuli family.
-
C.
Lex Plautia Papiria
Lex Plautia Papiria was a Roman law enacted during the Social War that granted Roman citizenship to certain Italian allies who laid down their arms and registered with a Roman magistrate.
-
D.
Dio Cassius
Dio Cassius was a Roman statesman and historian best known for his extensive work "Roman History," which chronicles the Roman Empire from its founding to his own time.
-
E.
Gnaeus Egnatius
Gnaeus Egnatius was a Roman proconsul and road-builder best known for initiating the construction of the Via Egnatia across the Balkans in the 2nd century BCE.
- 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_69a88a1554a48190a0180682bcf099be |
completed | March 4, 2026, 7:37 p.m. |
| NER | Named-entity recognition | batch_69abc794eee481908163148e1e666d9b |
completed | March 7, 2026, 6:37 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aef094fd8081909fc9a19f3e36c0d0 |
completed | March 9, 2026, 4:08 p.m. |
| NEDg | Description generation | batch_69aef252765081909e36c8355cb14c18 |
completed | March 9, 2026, 4:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69aef5b78e248190b1f064f3942a24ff |
completed | March 9, 2026, 4:30 p.m. |
Created at: March 4, 2026, 7:57 p.m.