Triple

T18234548
Position Surface form Disambiguated ID Type / Status
Subject The Well-Grounded Rubyist E436637 entity
Predicate coAuthor P398 FINISHED
Object Joseph Leo III
Joseph Leo III is a software developer and technical author best known as a co-author of the influential Ruby programming book *The Well-Grounded Rubyist*.
 E1314313 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: Joseph Leo III | Statement: [The Well-Grounded Rubyist, coAuthor, Joseph Leo III]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Joseph Leo III
Context triple: [The Well-Grounded Rubyist, coAuthor, Joseph Leo III]
  • A. Leo III
    Leo III is the live lion mascot that represents the University of North Alabama at its athletic events and campus activities.
  • B. Leo IV the Khazar
    Leo IV the Khazar was a Byzantine emperor of the Isaurian dynasty who ruled in the late 8th century and continued the iconoclast policies of his predecessors.
  • C. Hadrian II
    Hadrian II was a 9th-century pope of the Catholic Church who reigned from 867 to 872 and was involved in significant political and ecclesiastical conflicts of his time.
  • D. Pope Leo III
    Pope Leo III was the early medieval pope who famously crowned Charlemagne as Emperor of the Romans in 800, helping to revive the Western Roman imperial title and shape the Holy Roman Empire.
  • E. Louis II
    Louis II was a 9th-century Carolingian ruler who served as Holy Roman Emperor and King of Italy, playing a key role in defending imperial territories in Italy against Arab incursions.
  • 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: Joseph Leo III
Triple: [The Well-Grounded Rubyist, coAuthor, Joseph Leo III]
Generated description
Joseph Leo III is a software developer and technical author best known as a co-author of the influential Ruby programming book *The Well-Grounded Rubyist*.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Joseph Leo III
Target entity description: Joseph Leo III is a software developer and technical author best known as a co-author of the influential Ruby programming book *The Well-Grounded Rubyist*.
  • A. Leo III
    Leo III is the live lion mascot that represents the University of North Alabama at its athletic events and campus activities.
  • B. Leo IV the Khazar
    Leo IV the Khazar was a Byzantine emperor of the Isaurian dynasty who ruled in the late 8th century and continued the iconoclast policies of his predecessors.
  • C. Hadrian II
    Hadrian II was a 9th-century pope of the Catholic Church who reigned from 867 to 872 and was involved in significant political and ecclesiastical conflicts of his time.
  • D. Pope Leo III
    Pope Leo III was the early medieval pope who famously crowned Charlemagne as Emperor of the Romans in 800, helping to revive the Western Roman imperial title and shape the Holy Roman Empire.
  • E. Louis II
    Louis II was a 9th-century Carolingian ruler who served as Holy Roman Emperor and King of Italy, playing a key role in defending imperial territories in Italy against Arab incursions.
  • 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_69d8b9103a8081908bbb0836fef10efd completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4f4b5ce608190b6fba518256607da completed April 19, 2026, 3:28 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03ac6b09a481908825c30db5574299 completed May 12, 2026, 10:40 p.m.
NEDg Description generation batch_6a03ad4d5bcc8190a5e065a5bb897400 completed May 12, 2026, 10:44 p.m.
NED2 Entity disambiguation (via description) batch_6a03af1fb1e0819095c9e8cb5528ce30 completed May 12, 2026, 10:52 p.m.
Created at: April 10, 2026, 10:33 a.m.