Triple
T76908
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Free Speech Movement |
E1536
|
entity |
| Predicate | hasKeyFigure |
P810
|
FINISHED |
| Object |
Art Goldberg
Art Goldberg was a prominent activist and organizer associated with the 1960s Free Speech Movement at the University of California, Berkeley.
|
E47426
|
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: Art Goldberg | Statement: [Free Speech Movement, hasKeyFigure, Art Goldberg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Art Goldberg Context triple: [Free Speech Movement, hasKeyFigure, Art Goldberg]
-
A.
Sam Zussman
Sam Zussman is a sports and media executive who serves as a top business leader for the NBA’s Brooklyn Nets organization.
-
B.
Jackie Goldberg
Jackie Goldberg is an American activist and politician known for her prominent role in the 1960s Free Speech Movement at UC Berkeley and her later service in California politics.
-
C.
Charles Goldfarb
Charles Goldfarb is a computer scientist best known as the principal inventor of SGML, the Standard Generalized Markup Language that laid the foundation for HTML and XML.
-
D.
Janno Lieber
Janno Lieber is an American public official and transportation executive who leads New York’s Metropolitan Transportation Authority, overseeing the city’s vast subway, bus, and commuter rail systems.
-
E.
Marvin Jacobs
Marvin Jacobs was an entrepreneur best known as a founder of the global hospitality and food service company Delaware North.
- 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: Art Goldberg Triple: [Free Speech Movement, hasKeyFigure, Art Goldberg]
Generated description
Art Goldberg was a prominent activist and organizer associated with the 1960s Free Speech Movement at the University of California, Berkeley.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Art Goldberg Target entity description: Art Goldberg was a prominent activist and organizer associated with the 1960s Free Speech Movement at the University of California, Berkeley.
-
A.
Sam Zussman
Sam Zussman is a sports and media executive who serves as a top business leader for the NBA’s Brooklyn Nets organization.
-
B.
Jackie Goldberg
Jackie Goldberg is an American activist and politician known for her prominent role in the 1960s Free Speech Movement at UC Berkeley and her later service in California politics.
-
C.
Charles Goldfarb
Charles Goldfarb is a computer scientist best known as the principal inventor of SGML, the Standard Generalized Markup Language that laid the foundation for HTML and XML.
-
D.
Janno Lieber
Janno Lieber is an American public official and transportation executive who leads New York’s Metropolitan Transportation Authority, overseeing the city’s vast subway, bus, and commuter rail systems.
-
E.
Marvin Jacobs
Marvin Jacobs was an entrepreneur best known as a founder of the global hospitality and food service company Delaware North.
- 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_69a24c60d19c8190a1b6c105ca59ef5b |
completed | Feb. 28, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69a24f1d20b88190b66836cc018e52e1 |
completed | Feb. 28, 2026, 2:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3f09f2838819089a4ee40286281a2 |
completed | March 1, 2026, 7:54 a.m. |
| NEDg | Description generation | batch_69a3f3af9b448190a7d733ac38c1f36e |
completed | March 1, 2026, 8:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3f40525108190ae30d9d5b4f87a15 |
completed | March 1, 2026, 8:08 a.m. |
Created at: Feb. 28, 2026, 2:06 a.m.