Triple

T1531290
Position Surface form Disambiguated ID Type / Status
Subject Design Patterns: Elements of Reusable Object-Oriented Software E32448 entity
Predicate hasAuthor P4244 FINISHED
Object John Vlissides
John Vlissides was a software engineer and author best known as one of the "Gang of Four" who popularized design patterns in object-oriented programming.
E173603 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: John Vlissides | Statement: [Design Patterns: Elements of Reusable Object-Oriented Software, hasAuthor, John Vlissides]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Vlissides
Context triple: [Design Patterns: Elements of Reusable Object-Oriented Software, hasAuthor, John Vlissides]
  • A. Dimitrios I of Constantinople
    Dimitrios I of Constantinople was the Ecumenical Patriarch of Constantinople who led the Eastern Orthodox Church during the mid-20th century, noted for his efforts in ecumenical dialogue and church renewal.
  • B. Thomas Palaiologos
    Thomas Palaiologos was a 15th-century Byzantine prince and Despot of the Morea who, after the fall of Constantinople, lived in exile in Western Europe seeking support to restore the Byzantine Empire.
  • C. Peter of Sebaste
    Peter of Sebaste was a 4th-century Christian bishop and ascetic known for his role in the early monastic movement in Asia Minor and his close association with the Cappadocian Fathers.
  • D. Demetrios Palaiologos
    Demetrios Palaiologos was a 15th-century Byzantine prince and Despot of the Morea, known for his role in the final decades of the Byzantine Empire before its fall.
  • E. Pyrrhus of Constantinople
    Pyrrhus of Constantinople was a 7th-century Patriarch of Constantinople and prominent proponent of the Monothelite doctrine who was later condemned as a heretic by the Church.
  • 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: John Vlissides
Triple: [Design Patterns: Elements of Reusable Object-Oriented Software, hasAuthor, John Vlissides]
Generated description
John Vlissides was a software engineer and author best known as one of the "Gang of Four" who popularized design patterns in object-oriented programming.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Vlissides
Target entity description: John Vlissides was a software engineer and author best known as one of the "Gang of Four" who popularized design patterns in object-oriented programming.
  • A. Dimitrios I of Constantinople
    Dimitrios I of Constantinople was the Ecumenical Patriarch of Constantinople who led the Eastern Orthodox Church during the mid-20th century, noted for his efforts in ecumenical dialogue and church renewal.
  • B. Thomas Palaiologos
    Thomas Palaiologos was a 15th-century Byzantine prince and Despot of the Morea who, after the fall of Constantinople, lived in exile in Western Europe seeking support to restore the Byzantine Empire.
  • C. Peter of Sebaste
    Peter of Sebaste was a 4th-century Christian bishop and ascetic known for his role in the early monastic movement in Asia Minor and his close association with the Cappadocian Fathers.
  • D. Demetrios Palaiologos
    Demetrios Palaiologos was a 15th-century Byzantine prince and Despot of the Morea, known for his role in the final decades of the Byzantine Empire before its fall.
  • E. Pyrrhus of Constantinople
    Pyrrhus of Constantinople was a 7th-century Patriarch of Constantinople and prominent proponent of the Monothelite doctrine who was later condemned as a heretic by the Church.
  • 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_69a885ea86308190998f6bc14bb91f8e completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a90816b5e88190aa92a8558e35744b completed March 5, 2026, 4:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad2957e6e4819087504a16bc32d60b completed March 8, 2026, 7:46 a.m.
NEDg Description generation batch_69ad2a18a79c81908f04ba9aa55d52a0 completed March 8, 2026, 7:49 a.m.
NED2 Entity disambiguation (via description) batch_69ad2a8deae8819095731fdd1b4bd310 completed March 8, 2026, 7:51 a.m.
Created at: March 4, 2026, 7:26 p.m.