Triple
T18301348
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bill Gross |
E438363
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object |
Caltech entrepreneurial community
The Caltech entrepreneurial community is a network of students, alumni, faculty, and partners focused on transforming Caltech’s scientific and engineering innovations into startups and technology ventures.
|
E1317522
|
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: Caltech entrepreneurial community | Statement: [Bill Gross, associatedWith, Caltech entrepreneurial community]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Caltech entrepreneurial community Context triple: [Bill Gross, associatedWith, Caltech entrepreneurial community]
-
A.
MIT entrepreneurship ecosystem
The MIT entrepreneurship ecosystem is a dynamic network of programs, resources, mentors, and funding opportunities that supports students, faculty, and alumni in launching and scaling innovative startups.
-
B.
Sutardja Center for Entrepreneurship and Technology
The Sutardja Center for Entrepreneurship and Technology is UC Berkeley’s premier hub for innovation education, offering interdisciplinary programs that blend engineering, business, and design to foster technology startups and entrepreneurial leaders.
-
C.
Price Center for Entrepreneurship & Innovation
The Price Center for Entrepreneurship & Innovation is a UCLA Anderson School of Management hub that supports research, education, and programs focused on entrepreneurship, startup creation, and innovative business practices.
-
D.
Center for Entrepreneurship
The Center for Entrepreneurship is a specialized unit within the Muma College of Business that supports innovation, startup creation, and entrepreneurial education for students and the broader community.
-
E.
Martin Trust Center for MIT Entrepreneurship
The Martin Trust Center for MIT Entrepreneurship is a hub at the Massachusetts Institute of Technology that provides education, mentorship, and resources to help students and researchers launch and grow innovative startups.
- 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: Caltech entrepreneurial community Triple: [Bill Gross, associatedWith, Caltech entrepreneurial community]
Generated description
The Caltech entrepreneurial community is a network of students, alumni, faculty, and partners focused on transforming Caltech’s scientific and engineering innovations into startups and technology ventures.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Caltech entrepreneurial community Target entity description: The Caltech entrepreneurial community is a network of students, alumni, faculty, and partners focused on transforming Caltech’s scientific and engineering innovations into startups and technology ventures.
-
A.
MIT entrepreneurship ecosystem
The MIT entrepreneurship ecosystem is a dynamic network of programs, resources, mentors, and funding opportunities that supports students, faculty, and alumni in launching and scaling innovative startups.
-
B.
Sutardja Center for Entrepreneurship and Technology
The Sutardja Center for Entrepreneurship and Technology is UC Berkeley’s premier hub for innovation education, offering interdisciplinary programs that blend engineering, business, and design to foster technology startups and entrepreneurial leaders.
-
C.
Price Center for Entrepreneurship & Innovation
The Price Center for Entrepreneurship & Innovation is a UCLA Anderson School of Management hub that supports research, education, and programs focused on entrepreneurship, startup creation, and innovative business practices.
-
D.
Center for Entrepreneurship
The Center for Entrepreneurship is a specialized unit within the Muma College of Business that supports innovation, startup creation, and entrepreneurial education for students and the broader community.
-
E.
Martin Trust Center for MIT Entrepreneurship
The Martin Trust Center for MIT Entrepreneurship is a hub at the Massachusetts Institute of Technology that provides education, mentorship, and resources to help students and researchers launch and grow innovative startups.
- 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_69d8b915e3e881909125d760c15d0c29 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e5017f63dc819083a675d570620f2f |
completed | April 19, 2026, 4:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a03bb5e1fb481908a0b98ea130eda71 |
completed | May 12, 2026, 11:44 p.m. |
| NEDg | Description generation | batch_6a03bdb3fb3c819095192ac49e809f55 |
completed | May 12, 2026, 11:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03c193a0a08190b33d80d45f3ed0f0 |
completed | May 13, 2026, 12:10 a.m. |
Created at: April 10, 2026, 10:35 a.m.