Triple
T8673648
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | CubeSat |
E205860
|
entity |
| Predicate | developer |
P73
|
FINISHED |
| Object |
Bob Twiggs
Bob Twiggs is an American aerospace engineer and professor best known as the co-inventor of the CubeSat standard for miniature satellites.
|
E749082
|
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: Bob Twiggs | Statement: [CubeSat, developer, Bob Twiggs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bob Twiggs Context triple: [CubeSat, developer, Bob Twiggs]
-
A.
Steve Wiener
Steve Wiener is a cinema industry executive best known as the founder of Cineworld Group, one of the largest cinema chains in the United Kingdom.
-
B.
David Wheeler
David Wheeler was a pioneering British computer scientist known for his fundamental contributions to early computer architecture and software, including work on subroutines and the EDSAC computer.
-
C.
John Gilmore
John Gilmore is an American computer scientist, entrepreneur, and civil liberties advocate best known as a co-founder of the Electronic Frontier Foundation and an early pioneer in the free software and open internet movements.
-
D.
Benjamin N. Kaduk
Benjamin N. Kaduk is a computer networking expert and contributor to Internet standards, particularly within the IETF community.
-
E.
John Barron
John Barron was the Baltimore wharf owner whose lawsuit against the city led to the landmark U.S. Supreme Court case Barron v. Baltimore, which clarified that the Bill of Rights initially applied only to the federal government.
- 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: Bob Twiggs Triple: [CubeSat, developer, Bob Twiggs]
Generated description
Bob Twiggs is an American aerospace engineer and professor best known as the co-inventor of the CubeSat standard for miniature satellites.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bob Twiggs Target entity description: Bob Twiggs is an American aerospace engineer and professor best known as the co-inventor of the CubeSat standard for miniature satellites.
-
A.
Steve Wiener
Steve Wiener is a cinema industry executive best known as the founder of Cineworld Group, one of the largest cinema chains in the United Kingdom.
-
B.
David Wheeler
David Wheeler was a pioneering British computer scientist known for his fundamental contributions to early computer architecture and software, including work on subroutines and the EDSAC computer.
-
C.
John Gilmore
John Gilmore is an American computer scientist, entrepreneur, and civil liberties advocate best known as a co-founder of the Electronic Frontier Foundation and an early pioneer in the free software and open internet movements.
-
D.
Benjamin N. Kaduk
Benjamin N. Kaduk is a computer networking expert and contributor to Internet standards, particularly within the IETF community.
-
E.
John Barron
John Barron was the Baltimore wharf owner whose lawsuit against the city led to the landmark U.S. Supreme Court case Barron v. Baltimore, which clarified that the Bill of Rights initially applied only to the federal government.
- 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_69ca83529a9c8190b5c075b4f14636ed |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc491b807c81909563a34a947bc21a |
completed | March 31, 2026, 10:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cecd43c91c8190a9d1e5d14d764530 |
completed | April 2, 2026, 8:10 p.m. |
| NEDg | Description generation | batch_69ceceaab52c819082ecea1bcc38def8 |
completed | April 2, 2026, 8:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cecf962f28819090fb93b6a7a2784b |
completed | April 2, 2026, 8:20 p.m. |
Created at: March 30, 2026, 6:31 p.m.