Triple

T1715925
Position Surface form Disambiguated ID Type / Status
Subject Livy E37289 entity
Predicate influenced P9 FINISHED
Object Quintilian
Quintilian was a renowned 1st-century Roman rhetorician and educator best known for his influential work "Institutio Oratoria," which shaped Western rhetorical theory and pedagogy.
E195042 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: Quintilian | Statement: [Livy, influenced, Quintilian]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Quintilian
Context triple: [Livy, influenced, Quintilian]
  • A. Cicero
    Cicero was a renowned Roman statesman, orator, and philosopher whose speeches and writings profoundly influenced Latin literature and Western political thought.
  • B. Gaius Terentius Varro
    Gaius Terentius Varro was a Roman consul and military commander best known for co-leading the Roman forces that suffered a devastating defeat to Hannibal at the Battle of Cannae during the Second Punic War.
  • C. Seneca the Younger
    Seneca the Younger was a prominent Roman Stoic philosopher, statesman, and playwright who served as advisor to Emperor Nero and authored influential works on ethics and practical wisdom.
  • D. Seneca
    The Seneca are a Native American people of the Iroquoian language family, historically based in what is now western New York and known as one of the Six Nations of the Haudenosaunee (Iroquois) Confederacy.
  • E. Sallust
    Sallust was a Roman historian and politician of the late Republic, best known for his monographs on the Catilinarian Conspiracy and the Jugurthine War, which pioneered a concise and morally charged style of historical writing.
  • 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: Quintilian
Triple: [Livy, influenced, Quintilian]
Generated description
Quintilian was a renowned 1st-century Roman rhetorician and educator best known for his influential work "Institutio Oratoria," which shaped Western rhetorical theory and pedagogy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Quintilian
Target entity description: Quintilian was a renowned 1st-century Roman rhetorician and educator best known for his influential work "Institutio Oratoria," which shaped Western rhetorical theory and pedagogy.
  • A. Cicero
    Cicero was a renowned Roman statesman, orator, and philosopher whose speeches and writings profoundly influenced Latin literature and Western political thought.
  • B. Gaius Terentius Varro
    Gaius Terentius Varro was a Roman consul and military commander best known for co-leading the Roman forces that suffered a devastating defeat to Hannibal at the Battle of Cannae during the Second Punic War.
  • C. Seneca the Younger
    Seneca the Younger was a prominent Roman Stoic philosopher, statesman, and playwright who served as advisor to Emperor Nero and authored influential works on ethics and practical wisdom.
  • D. Seneca
    The Seneca are a Native American people of the Iroquoian language family, historically based in what is now western New York and known as one of the Six Nations of the Haudenosaunee (Iroquois) Confederacy.
  • E. Sallust
    Sallust was a Roman historian and politician of the late Republic, best known for his monographs on the Catilinarian Conspiracy and the Jugurthine War, which pioneered a concise and morally charged style of historical writing.
  • 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_69a8861912dc8190931af43b4b9158a7 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa6334cd20819086aed7b8adcba4d9 completed March 6, 2026, 5:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad8ae3ea048190b25beeb4bd7306ce completed March 8, 2026, 2:42 p.m.
NEDg Description generation batch_69ad979ce880819089daecbc8455ec84 completed March 8, 2026, 3:37 p.m.
NED2 Entity disambiguation (via description) batch_69ad9ba92a848190918a8748fb65348a completed March 8, 2026, 3:54 p.m.
Created at: March 4, 2026, 7:30 p.m.