Triple
T22499587
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Heart of Gold Band |
E556231
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object | Bruce Katz |
—
|
NE NERFINISHED |
How this triple was built (3 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: Bruce Katz | Statement: [The Heart of Gold Band, hasMember, Bruce Katz]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bruce Katz Context triple: [The Heart of Gold Band, hasMember, Bruce Katz]
-
A.
Lawrence F. Katz
Lawrence F. Katz is a prominent American labor economist known for his influential research on wage inequality, education, and the labor market.
-
B.
Edward Glaeser
Edward Glaeser is an American economist and Harvard professor renowned for his work on urban economics, cities, and the role of ideas and institutions in economic growth.
-
C.
David B. Audretsch
David B. Audretsch is an influential American economist renowned for his research on entrepreneurship, innovation, and the role of small firms in economic growth.
-
D.
Robert Wachs
Robert Wachs is a film producer best known for his work on the comedy film "Delirious."
-
E.
Robert D. Wachs
Robert D. Wachs was a film and television producer best known for his work on the hit comedy "Coming to America."
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bruce Katz Target entity description: Bruce Katz is an American keyboardist and composer known for his work in blues, jazz, and roots music, performing both as a bandleader and a sought-after sideman.
-
A.
Lawrence F. Katz
Lawrence F. Katz is a prominent American labor economist known for his influential research on wage inequality, education, and the labor market.
-
B.
Edward Glaeser
Edward Glaeser is an American economist and Harvard professor renowned for his work on urban economics, cities, and the role of ideas and institutions in economic growth.
-
C.
David B. Audretsch
David B. Audretsch is an influential American economist renowned for his research on entrepreneurship, innovation, and the role of small firms in economic growth.
-
D.
Robert Wachs
Robert Wachs is a film producer best known for his work on the comedy film "Delirious."
-
E.
Robert D. Wachs
Robert D. Wachs was a film and television producer best known for his work on the hit comedy "Coming to America."
- F. None of above. chosen
Provenance (2 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_69e11e5445bc8190b6a9481926db3355 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15cb4ff8c8190af0c60abafefe832 |
completed | April 29, 2026, 1:19 a.m. |
Created at: April 16, 2026, 8:50 p.m.