Triple
T7664958
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Erich Gamma |
E173602
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object |
Gang of Four
Gang of Four is the influential group of four software engineers who authored the seminal book "Design Patterns: Elements of Reusable Object-Oriented Software," which popularized design patterns in software engineering.
|
E679860
|
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: Gang of Four | Statement: [Erich Gamma, memberOf, Gang of Four]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gang of Four Context triple: [Erich Gamma, memberOf, Gang of Four]
-
A.
Gang of Four
The Gang of Four was a powerful political faction in China, led by Jiang Qing and three close allies, that played a key role in the Cultural Revolution and was later blamed for its excesses.
-
B.
Gang of Four
Gang of Four was the collective name given to the four senior Labour politicians who broke away to found the UK Social Democratic Party in 1981.
-
C.
The Four (Glasgow Style group)
The Four (Glasgow Style group) was a pioneering late-19th-century Glasgow-based artistic collective, including Charles Rennie Mackintosh, known for helping to define the distinctive Glasgow Style within the broader Art Nouveau movement.
-
D.
Jesus Children of America
"Jesus Children of America" is a socially conscious soul track by Stevie Wonder that addresses issues like drug addiction, religion, and inner-city struggles.
-
E.
Fab Five
Fab Five is the nickname for the early-1990s University of Michigan men’s basketball recruiting class—Chris Webber, Jalen Rose, Juwan Howard, Jimmy King, and Ray Jackson—known for their cultural impact on college basketball with their style, swagger, and success.
- 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: Gang of Four Triple: [Erich Gamma, memberOf, Gang of Four]
Generated description
Gang of Four is the influential group of four software engineers who authored the seminal book "Design Patterns: Elements of Reusable Object-Oriented Software," which popularized design patterns in software engineering.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gang of Four Target entity description: Gang of Four is the influential group of four software engineers who authored the seminal book "Design Patterns: Elements of Reusable Object-Oriented Software," which popularized design patterns in software engineering.
-
A.
Gang of Four
The Gang of Four was a powerful political faction in China, led by Jiang Qing and three close allies, that played a key role in the Cultural Revolution and was later blamed for its excesses.
-
B.
Gang of Four
Gang of Four was the collective name given to the four senior Labour politicians who broke away to found the UK Social Democratic Party in 1981.
-
C.
The Four (Glasgow Style group)
The Four (Glasgow Style group) was a pioneering late-19th-century Glasgow-based artistic collective, including Charles Rennie Mackintosh, known for helping to define the distinctive Glasgow Style within the broader Art Nouveau movement.
-
D.
Jesus Children of America
"Jesus Children of America" is a socially conscious soul track by Stevie Wonder that addresses issues like drug addiction, religion, and inner-city struggles.
-
E.
Fab Five
Fab Five is the nickname for the early-1990s University of Michigan men’s basketball recruiting class—Chris Webber, Jalen Rose, Juwan Howard, Jimmy King, and Ray Jackson—known for their cultural impact on college basketball with their style, swagger, and success.
- 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_69c699562484819086752091e3164a27 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c701bfb67c81908b416802eaf0faac |
completed | March 27, 2026, 10:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c89b1fdccc8190a69b4745dc3b2347 |
completed | March 29, 2026, 3:23 a.m. |
| NEDg | Description generation | batch_69c89d513af88190b453bf3bf1adcbfb |
completed | March 29, 2026, 3:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c89ddd81a88190924d41529e94b06b |
completed | March 29, 2026, 3:34 a.m. |
Created at: March 27, 2026, 4 p.m.