Triple
T1531288
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Design Patterns: Elements of Reusable Object-Oriented Software |
E32448
|
entity |
| Predicate | hasAuthor |
P4244
|
FINISHED |
| Object |
Richard Helm
Richard Helm is a software engineer and co-author of the influential "Design Patterns: Elements of Reusable Object-Oriented Software," which helped formalize and popularize design patterns in software development.
|
E183840
|
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: Richard Helm | Statement: [Design Patterns: Elements of Reusable Object-Oriented Software, hasAuthor, Richard Helm]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Richard Helm Context triple: [Design Patterns: Elements of Reusable Object-Oriented Software, hasAuthor, Richard Helm]
-
A.
Edward Linden
Edward Linden was an American cinematographer best known for his work on classic early Hollywood films, including the pioneering visual effects and photography of the 1933 monster movie "King Kong."
-
B.
Hal C. Kern
Hal C. Kern was an American film editor best known for his Academy Award-winning work on classic Hollywood films, including "Gone with the Wind."
-
C.
Charles Walters
Charles Walters was an American film director and choreographer best known for his work on classic MGM musicals in the mid-20th century.
-
D.
David Hunt
David Hunt is a common name shared by several notable individuals, including politicians, actors, and authors.
-
E.
Marty Panzer
Marty Panzer is an American songwriter best known for his long-time collaboration with Barry Manilow, for whom he penned numerous hit lyrics.
- 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: Richard Helm Triple: [Design Patterns: Elements of Reusable Object-Oriented Software, hasAuthor, Richard Helm]
Generated description
Richard Helm is a software engineer and co-author of the influential "Design Patterns: Elements of Reusable Object-Oriented Software," which helped formalize and popularize design patterns in software development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Richard Helm Target entity description: Richard Helm is a software engineer and co-author of the influential "Design Patterns: Elements of Reusable Object-Oriented Software," which helped formalize and popularize design patterns in software development.
-
A.
Edward Linden
Edward Linden was an American cinematographer best known for his work on classic early Hollywood films, including the pioneering visual effects and photography of the 1933 monster movie "King Kong."
-
B.
Hal C. Kern
Hal C. Kern was an American film editor best known for his Academy Award-winning work on classic Hollywood films, including "Gone with the Wind."
-
C.
Charles Walters
Charles Walters was an American film director and choreographer best known for his work on classic MGM musicals in the mid-20th century.
-
D.
David Hunt
David Hunt is a common name shared by several notable individuals, including politicians, actors, and authors.
-
E.
Marty Panzer
Marty Panzer is an American songwriter best known for his long-time collaboration with Barry Manilow, for whom he penned numerous hit lyrics.
- 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_69ad58b7e1088190af92bc0cc8fddfbe |
completed | March 8, 2026, 11:08 a.m. |
| NEDg | Description generation | batch_69ad594334448190a3e8601541be00dd |
completed | March 8, 2026, 11:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad5a4ccf5481908e8e68c74be9c19e |
completed | March 8, 2026, 11:15 a.m. |
Created at: March 4, 2026, 7:26 p.m.