Triple

T8310255
Position Surface form Disambiguated ID Type / Status
Subject De re publica E194572 entity
Predicate dialogueParticipants P12142 FINISHED
Object Tubero
Tubero is a Stoic-influenced Roman statesman and interlocutor in Cicero’s philosophical dialogue *De re publica*, known for his role in discussions on the ideal constitution and justice.
 E727019 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: Tubero | Statement: [De re publica, dialogueParticipants, Tubero]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tubero
Context triple: [De re publica, dialogueParticipants, Tubero]
  • A. Tubu
    Tubu refers to the Toubou, a traditionally nomadic Saharan ethnic group primarily inhabiting northern Chad, southern Libya, and surrounding regions.
  • B. Tubbs
    Tubbs is the surname of Rallo Tubbs, a young animated character from the television series "The Cleveland Show."
  • C. Otumba
    Otumba is a town in central Mexico historically notable as the site of the Battle of Otumba during the Spanish conquest.
  • D. Tiscamanita
    Tiscamanita is a small village on the island of Fuerteventura in Spain’s Canary Islands, known for its traditional windmills and rural character.
  • E. Cumbolo
    Cumbolo is a roots reggae album by the Jamaican band Culture, known for its spiritually charged lyrics and classic late-1970s sound.
  • 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: Tubero
Triple: [De re publica, dialogueParticipants, Tubero]
Generated description
Tubero is a Stoic-influenced Roman statesman and interlocutor in Cicero’s philosophical dialogue *De re publica*, known for his role in discussions on the ideal constitution and justice.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tubero
Target entity description: Tubero is a Stoic-influenced Roman statesman and interlocutor in Cicero’s philosophical dialogue *De re publica*, known for his role in discussions on the ideal constitution and justice.
  • A. Tubu
    Tubu refers to the Toubou, a traditionally nomadic Saharan ethnic group primarily inhabiting northern Chad, southern Libya, and surrounding regions.
  • B. Tubbs
    Tubbs is the surname of Rallo Tubbs, a young animated character from the television series "The Cleveland Show."
  • C. Otumba
    Otumba is a town in central Mexico historically notable as the site of the Battle of Otumba during the Spanish conquest.
  • D. Tiscamanita
    Tiscamanita is a small village on the island of Fuerteventura in Spain’s Canary Islands, known for its traditional windmills and rural character.
  • E. Cumbolo
    Cumbolo is a roots reggae album by the Jamaican band Culture, known for its spiritually charged lyrics and classic late-1970s sound.
  • 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_69ca82e613e88190bf8139669bbd0d53 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb7f2d2c30819095075940479b75a7 completed March 31, 2026, 8 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd956f01748190a0db22ef68126bee completed April 1, 2026, 10 p.m.
NEDg Description generation batch_69cdb20cc18081908269516e49ce0fd3 completed April 2, 2026, 12:02 a.m.
NED2 Entity disambiguation (via description) batch_69cdb44ff9a88190bbcb4a56f9b44dc1 completed April 2, 2026, 12:12 a.m.
Created at: March 30, 2026, 5:54 p.m.