Triple
T1888773
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Goldberg |
E41820
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Avram Goldberg
Avram Goldberg is a notable individual distinguished enough to be specifically recognized as a prominent bearer of the surname Goldberg.
|
E321417
|
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: Avram Goldberg | Statement: [Goldberg, hasNotableBearer, Avram Goldberg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Avram Goldberg Context triple: [Goldberg, hasNotableBearer, Avram Goldberg]
-
A.
Frank Goldberg
Frank Goldberg is a businessman best known for owning the former American Basketball Association team the San Diego Sails.
-
B.
Avram Finkelstein
Avram Finkelstein is an American artist, writer, and activist best known as a founding member of the AIDS activist collective Gran Fury and for co-creating the iconic "Silence = Death" poster.
-
C.
Isaac Goldberg
Isaac Goldberg was an American author, critic, and translator known for his works on literature, music, and Latin American culture in the early 20th century.
-
D.
Frank Owen Goldberg
Frank Owen Goldberg, better known as Frank Gehry, is a renowned Canadian-American architect celebrated for his innovative, deconstructivist designs such as the Guggenheim Museum Bilbao and the Walt Disney Concert Hall.
-
E.
Isaac Abuhav
Isaac Abuhav was a prominent 15th-century Spanish rabbi and kabbalist whose teachings and legacy are commemorated by the historic Abuhav Synagogue in Safed.
- 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: Avram Goldberg Triple: [Goldberg, hasNotableBearer, Avram Goldberg]
Generated description
Avram Goldberg is a notable individual distinguished enough to be specifically recognized as a prominent bearer of the surname Goldberg.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Avram Goldberg Target entity description: Avram Goldberg is a notable individual distinguished enough to be specifically recognized as a prominent bearer of the surname Goldberg.
-
A.
Frank Goldberg
Frank Goldberg is a businessman best known for owning the former American Basketball Association team the San Diego Sails.
-
B.
Avram Finkelstein
Avram Finkelstein is an American artist, writer, and activist best known as a founding member of the AIDS activist collective Gran Fury and for co-creating the iconic "Silence = Death" poster.
-
C.
Isaac Goldberg
Isaac Goldberg was an American author, critic, and translator known for his works on literature, music, and Latin American culture in the early 20th century.
-
D.
Frank Owen Goldberg
Frank Owen Goldberg, better known as Frank Gehry, is a renowned Canadian-American architect celebrated for his innovative, deconstructivist designs such as the Guggenheim Museum Bilbao and the Walt Disney Concert Hall.
-
E.
Isaac Abuhav
Isaac Abuhav was a prominent 15th-century Spanish rabbi and kabbalist whose teachings and legacy are commemorated by the historic Abuhav Synagogue in Safed.
- 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_69a8864b6de0819098d089f6a1b910a7 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb12382b481908cd26b56f8558226 |
completed | March 7, 2026, 5:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b1de68338c8190bf28d0a51716623a |
completed | March 11, 2026, 9:28 p.m. |
| NEDg | Description generation | batch_69b1e5153640819085c78186c2490140 |
completed | March 11, 2026, 9:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1e57c63288190a37f0d4f87c4108c |
completed | March 11, 2026, 9:58 p.m. |
Created at: March 4, 2026, 7:34 p.m.