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.