Triple
T7939419
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Google Borg |
E184354
|
entity |
| Predicate | authorsInclude |
P63068
|
FINISHED |
| Object |
David Oppenheimer
David Oppenheimer is a computer scientist best known for his work on large-scale distributed systems at Google, including contributions to the Borg cluster management system.
|
E699832
|
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: David Oppenheimer | Statement: [Google Borg, authorsInclude, David Oppenheimer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: David Oppenheimer Context triple: [Google Borg, authorsInclude, David Oppenheimer]
-
A.
Josh Goldstein
Josh Goldstein is a screenwriter best known for co-writing the story for Disney’s adventure film "Jungle Cruise."
-
B.
Luke Shapiro
Luke Shapiro is the teenage marijuana dealer and emotionally troubled protagonist of the coming-of-age film "The Wackness," set in 1990s New York City.
-
C.
Andrew Mondshein
Andrew Mondshein is an American film editor known for his work on acclaimed movies such as "Ma Rainey's Black Bottom" and "The Sixth Sense."
-
D.
Ari Benjamin Meyers
Ari Benjamin Meyers is a contemporary composer and artist known for his experimental works that blur the boundaries between music, performance, and visual art.
-
E.
Elliott Goldstein
Elliott Goldstein, better known as Elliott Gould, is an American actor renowned for his work in films such as "M*A*S*H," "Bob & Carol & Ted & Alice," and the "Ocean's Eleven" series.
- 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: David Oppenheimer Triple: [Google Borg, authorsInclude, David Oppenheimer]
Generated description
David Oppenheimer is a computer scientist best known for his work on large-scale distributed systems at Google, including contributions to the Borg cluster management system.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: David Oppenheimer Target entity description: David Oppenheimer is a computer scientist best known for his work on large-scale distributed systems at Google, including contributions to the Borg cluster management system.
-
A.
Josh Goldstein
Josh Goldstein is a screenwriter best known for co-writing the story for Disney’s adventure film "Jungle Cruise."
-
B.
Luke Shapiro
Luke Shapiro is the teenage marijuana dealer and emotionally troubled protagonist of the coming-of-age film "The Wackness," set in 1990s New York City.
-
C.
Andrew Mondshein
Andrew Mondshein is an American film editor known for his work on acclaimed movies such as "Ma Rainey's Black Bottom" and "The Sixth Sense."
-
D.
Ari Benjamin Meyers
Ari Benjamin Meyers is a contemporary composer and artist known for his experimental works that blur the boundaries between music, performance, and visual art.
-
E.
Elliott Goldstein
Elliott Goldstein, better known as Elliott Gould, is an American actor renowned for his work in films such as "M*A*S*H," "Bob & Carol & Ted & Alice," and the "Ocean's Eleven" series.
- 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_69ca8290c21c8190906a5ca6fe2b03c4 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb3b0983388190a77e8d5d899c5130 |
completed | March 31, 2026, 3:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb5c0e868481908748d340244ea8ea |
completed | March 31, 2026, 5:30 a.m. |
| NEDg | Description generation | batch_69cb7634f4dc8190b5e537f24bccd651 |
completed | March 31, 2026, 7:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cbb67e77a48190b93c6ba61becfac4 |
completed | March 31, 2026, 11:56 a.m. |
Created at: March 30, 2026, 5:08 p.m.