Triple
T14439610
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Spring Framework |
E358052
|
entity |
| Predicate | originalAuthor |
P2806
|
FINISHED |
| Object |
Rod Johnson
Rod Johnson is a software engineer and entrepreneur best known for creating the Spring Framework for Java.
|
E1099358
|
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: Rod Johnson | Statement: [Spring Framework, originalAuthor, Rod Johnson]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Rod Johnson Context triple: [Spring Framework, originalAuthor, Rod Johnson]
-
A.
Wil Johnson
Wil Johnson is a British actor known for his work in television dramas such as "Waking the Dead," "Waterloo Road," and "Emmerdale."
-
B.
Cliff Martinez
Cliff Martinez is an American film composer and former drummer known for his atmospheric, minimalist scores for directors like Steven Soderbergh and Nicolas Winding Refn.
-
C.
Christopher James Berman
Christopher James Berman is a longtime ESPN sportscaster best known for his energetic NFL coverage and signature catchphrases.
-
D.
Martin Ballinger
Martin Ballinger was a British businessman best known as the founder and first chief executive of the Go-Ahead Group, one of the UK’s major public transport operators.
-
E.
Bruce Straley
Bruce Straley is an American video game director and designer best known for his longtime work at Naughty Dog on acclaimed titles such as the Uncharted series and The Last of Us.
- 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: Rod Johnson Triple: [Spring Framework, originalAuthor, Rod Johnson]
Generated description
Rod Johnson is a software engineer and entrepreneur best known for creating the Spring Framework for Java.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Rod Johnson Target entity description: Rod Johnson is a software engineer and entrepreneur best known for creating the Spring Framework for Java.
-
A.
Wil Johnson
Wil Johnson is a British actor known for his work in television dramas such as "Waking the Dead," "Waterloo Road," and "Emmerdale."
-
B.
Cliff Martinez
Cliff Martinez is an American film composer and former drummer known for his atmospheric, minimalist scores for directors like Steven Soderbergh and Nicolas Winding Refn.
-
C.
Christopher James Berman
Christopher James Berman is a longtime ESPN sportscaster best known for his energetic NFL coverage and signature catchphrases.
-
D.
Martin Ballinger
Martin Ballinger was a British businessman best known as the founder and first chief executive of the Go-Ahead Group, one of the UK’s major public transport operators.
-
E.
Bruce Straley
Bruce Straley is an American video game director and designer best known for his longtime work at Naughty Dog on acclaimed titles such as the Uncharted series and The Last of Us.
- 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_69d8279402a88190821ffa39ae15bccf |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de914c1398819090fa2a74d257ba3e |
completed | April 14, 2026, 7:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd5bd7f46881908df1a1cea7b6af9b |
completed | May 8, 2026, 3:43 a.m. |
| NEDg | Description generation | batch_69fd5d585cc08190908bc5f9b8abdb82 |
completed | May 8, 2026, 3:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd5e0bbd6c8190b14039b3335692c7 |
completed | May 8, 2026, 3:52 a.m. |
Created at: April 10, 2026, 1:18 a.m.