Triple
T13807676
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Deborah Clark |
E331801
|
entity |
| Predicate | knownFor |
P22
|
FINISHED |
| Object |
public radio business program "Marketplace"
"Marketplace" is a long-running American public radio program that explains and analyzes business, economic, and financial news for a general audience.
|
E1062758
|
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: public radio business program "Marketplace" | Statement: [Deborah Clark, knownFor, public radio business program "Marketplace"]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: public radio business program "Marketplace" Context triple: [Deborah Clark, knownFor, public radio business program "Marketplace"]
-
A.
Bloomberg Radio
Bloomberg Radio is a 24-hour business and financial news radio network operated by Bloomberg L.P., featuring market updates, economic analysis, and interviews with industry leaders.
-
B.
Report on Business Television
Report on Business Television was the original name of the Canadian business news channel now known as BNN Bloomberg.
-
C.
NPR
NPR is the official currency code for the Nepalese rupee, the national currency of Nepal.
-
D.
National Public Radio
National Public Radio (NPR) is a nonprofit American media organization that produces and distributes news, talk, and cultural programming to a network of public radio stations across the United States.
-
E.
NewsRadio
NewsRadio is an American sitcom that humorously portrays the eccentric staff and chaotic workplace of a New York City AM news radio station.
- 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: public radio business program "Marketplace" Triple: [Deborah Clark, knownFor, public radio business program "Marketplace"]
Generated description
"Marketplace" is a long-running American public radio program that explains and analyzes business, economic, and financial news for a general audience.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: public radio business program "Marketplace" Target entity description: "Marketplace" is a long-running American public radio program that explains and analyzes business, economic, and financial news for a general audience.
-
A.
Bloomberg Radio
Bloomberg Radio is a 24-hour business and financial news radio network operated by Bloomberg L.P., featuring market updates, economic analysis, and interviews with industry leaders.
-
B.
Report on Business Television
Report on Business Television was the original name of the Canadian business news channel now known as BNN Bloomberg.
-
C.
NPR
NPR is the official currency code for the Nepalese rupee, the national currency of Nepal.
-
D.
National Public Radio
National Public Radio (NPR) is a nonprofit American media organization that produces and distributes news, talk, and cultural programming to a network of public radio stations across the United States.
-
E.
NewsRadio
NewsRadio is an American sitcom that humorously portrays the eccentric staff and chaotic workplace of a New York City AM news radio station.
- 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_69d81c59f8808190a851bc56afdc55e9 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de026eae8481908b8880635e6a9152 |
completed | April 14, 2026, 9:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7b08fbc348190a199c5d92e0e46be |
completed | May 3, 2026, 8:31 p.m. |
| NEDg | Description generation | batch_69f7b15143108190a49a09afba93eb45 |
completed | May 3, 2026, 8:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7b50c31ac81909b17013d57dda164 |
completed | May 3, 2026, 8:50 p.m. |
Created at: April 9, 2026, 10:12 p.m.