Triple
T10076305
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Audrey Bilger |
E213767
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Cheryl Pawelski
Cheryl Pawelski is a Grammy-winning American music producer and archivist known for her work preserving and reissuing classic recordings.
|
E906989
|
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: Cheryl Pawelski | Statement: [Audrey Bilger, spouse, Cheryl Pawelski]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cheryl Pawelski Context triple: [Audrey Bilger, spouse, Cheryl Pawelski]
-
A.
Loralee Czuchna
Loralee Czuchna is best known as the second wife of American actor and comedian Don Knotts.
-
B.
Cheryl Benard
Cheryl Benard is an American-Austrian author and political scientist known for her work on Islam, women’s rights, and post-conflict reconstruction.
-
C.
Cheryl Warren
Cheryl Warren is the wife of longtime Republican U.S. Congressman Jim Sensenbrenner.
-
D.
Janine Melnitz
Janine Melnitz is the Ghostbusters’ sharp-tongued, no-nonsense receptionist who provides comic relief and grounded support to the team.
-
E.
Julie Naschauer
Julie Naschauer was the wife of Theodor Herzl, the Austro-Hungarian journalist and founder of modern political Zionism.
- 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: Cheryl Pawelski Triple: [Audrey Bilger, spouse, Cheryl Pawelski]
Generated description
Cheryl Pawelski is a Grammy-winning American music producer and archivist known for her work preserving and reissuing classic recordings.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cheryl Pawelski Target entity description: Cheryl Pawelski is a Grammy-winning American music producer and archivist known for her work preserving and reissuing classic recordings.
-
A.
Loralee Czuchna
Loralee Czuchna is best known as the second wife of American actor and comedian Don Knotts.
-
B.
Cheryl Benard
Cheryl Benard is an American-Austrian author and political scientist known for her work on Islam, women’s rights, and post-conflict reconstruction.
-
C.
Cheryl Warren
Cheryl Warren is the wife of longtime Republican U.S. Congressman Jim Sensenbrenner.
-
D.
Janine Melnitz
Janine Melnitz is the Ghostbusters’ sharp-tongued, no-nonsense receptionist who provides comic relief and grounded support to the team.
-
E.
Julie Naschauer
Julie Naschauer was the wife of Theodor Herzl, the Austro-Hungarian journalist and founder of modern political Zionism.
- 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_69ca839add308190b57d53b4ec21f2d0 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cdd0190d808190847ea0fa401ef06c |
completed | April 2, 2026, 2:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e4415b7f848190a9fc8b08824f0b9b |
completed | April 19, 2026, 2:43 a.m. |
| NEDg | Description generation | batch_69e448f697a88190ae711c72ae0c0c3b |
completed | April 19, 2026, 3:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e4510dc55081908f89aab15726b2a8 |
completed | April 19, 2026, 3:50 a.m. |
Created at: March 30, 2026, 8:59 p.m.