Triple
T3144827
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marketplace |
E65737
|
entity |
| Predicate | executiveProducer |
P7225
|
FINISHED |
| Object |
Deborah Clark
Deborah Clark is a media professional best known for leading and shaping the public radio business program "Marketplace" as its executive producer.
|
E331801
|
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: Deborah Clark | Statement: [Marketplace, executiveProducer, Deborah Clark]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Deborah Clark Context triple: [Marketplace, executiveProducer, Deborah Clark]
-
A.
Elizabeth Johnson
Elizabeth Johnson was the wife of the English writer and lexicographer Samuel Johnson, often referred to by him as "Tetty."
-
B.
Elizabeth Dowdeswell
Elizabeth Dowdeswell is a Canadian public servant and former Under-Secretary-General of the United Nations who has served as the 29th Lieutenant Governor of Ontario.
-
C.
Jen Wilkin
Jen Wilkin is an American Christian author, Bible teacher, and speaker known for her books and studies that emphasize women’s theological education and in-depth Scripture study.
-
D.
Deborah Milton
Deborah Milton was the youngest daughter of the English poet John Milton, known primarily through biographical accounts of her father's later life and family.
-
E.
Mary Newman
Mary Newman was the first wife of the English sea captain and explorer Sir Francis Drake in the late 16th century.
- 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: Deborah Clark Triple: [Marketplace, executiveProducer, Deborah Clark]
Generated description
Deborah Clark is a media professional best known for leading and shaping the public radio business program "Marketplace" as its executive producer.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Deborah Clark Target entity description: Deborah Clark is a media professional best known for leading and shaping the public radio business program "Marketplace" as its executive producer.
-
A.
Elizabeth Johnson
Elizabeth Johnson was the wife of the English writer and lexicographer Samuel Johnson, often referred to by him as "Tetty."
-
B.
Elizabeth Dowdeswell
Elizabeth Dowdeswell is a Canadian public servant and former Under-Secretary-General of the United Nations who has served as the 29th Lieutenant Governor of Ontario.
-
C.
Jen Wilkin
Jen Wilkin is an American Christian author, Bible teacher, and speaker known for her books and studies that emphasize women’s theological education and in-depth Scripture study.
-
D.
Deborah Milton
Deborah Milton was the youngest daughter of the English poet John Milton, known primarily through biographical accounts of her father's later life and family.
-
E.
Mary Newman
Mary Newman was the first wife of the English sea captain and explorer Sir Francis Drake in the late 16th century.
- 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_69ad8582f564819088c27e1f96153938 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada595d4548190b720a6131817833b |
completed | March 8, 2026, 4:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b224ed4d748190a2af68bf284110e8 |
completed | March 12, 2026, 2:29 a.m. |
| NEDg | Description generation | batch_69b227bc33e881908d43307d51156ec7 |
completed | March 12, 2026, 2:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b2285e7a5c8190a4e15a9f9b0f0e03 |
completed | March 12, 2026, 2:43 a.m. |
Created at: March 8, 2026, 3:05 p.m.