Triple
T21955507
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ira |
E542175
|
entity |
| Predicate | isNotableBearer |
P458
|
FINISHED |
| Object |
Ira Flatow
Ira Flatow is an American science journalist and radio/TV host best known as the longtime host of the public radio program "Science Friday."
|
E1510934
|
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: Ira Flatow | Statement: [Ira, isNotableBearer, Ira Flatow]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ira Flatow Context triple: [Ira, isNotableBearer, Ira Flatow]
-
A.
Robert Krulwich
Robert Krulwich is an American journalist and broadcaster best known for his imaginative science storytelling on public radio and television, including co-hosting the show Radiolab.
-
B.
Jad Abumrad
Jad Abumrad is an American radio host, composer, and producer best known as the creator and former co-host of the innovative science and storytelling podcast "Radiolab."
-
C.
Murray Chotiner
Murray Chotiner was an American political strategist and lawyer best known as a key campaign adviser to Richard Nixon during his early political career.
-
D.
Gregg Wattenberg
Gregg Wattenberg is an American songwriter and record producer known for his work with artists across pop and rock, including major hits for bands like Train and Five for Fighting.
-
E.
Michel Martin
Michel Martin is an American journalist and radio host best known for her work on NPR, including as a host of the news program Morning Edition.
- 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: Ira Flatow Triple: [Ira, isNotableBearer, Ira Flatow]
Generated description
Ira Flatow is an American science journalist and radio/TV host best known as the longtime host of the public radio program "Science Friday."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ira Flatow Target entity description: Ira Flatow is an American science journalist and radio/TV host best known as the longtime host of the public radio program "Science Friday."
-
A.
Robert Krulwich
Robert Krulwich is an American journalist and broadcaster best known for his imaginative science storytelling on public radio and television, including co-hosting the show Radiolab.
-
B.
Jad Abumrad
Jad Abumrad is an American radio host, composer, and producer best known as the creator and former co-host of the innovative science and storytelling podcast "Radiolab."
-
C.
Murray Chotiner
Murray Chotiner was an American political strategist and lawyer best known as a key campaign adviser to Richard Nixon during his early political career.
-
D.
Gregg Wattenberg
Gregg Wattenberg is an American songwriter and record producer known for his work with artists across pop and rock, including major hits for bands like Train and Five for Fighting.
-
E.
Michel Martin
Michel Martin is an American journalist and radio host best known for her work on NPR, including as a host of the news program Morning Edition.
- 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_69e0c47ef0e48190a50e1bcc43f4b3fd |
completed | April 16, 2026, 11:14 a.m. |
| NER | Named-entity recognition | batch_69f1243f46dc819097e4a1849af7fba4 |
completed | April 28, 2026, 9:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a670672b481908b92e15245212e64 |
completed | May 18, 2026, 1:10 a.m. |
| NEDg | Description generation | batch_6a0a67c29848819080860f13b4c9697b |
completed | May 18, 2026, 1:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a686a0f208190977890119ffcff79 |
completed | May 18, 2026, 1:16 a.m. |
Created at: April 16, 2026, 7:59 p.m.