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.