Triple
T7297085
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Phil Murphy |
E164550
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Tammy Murphy
Tammy Murphy is an American financier and political figure who serves as the First Lady of New Jersey and is married to Governor Phil Murphy.
|
E655302
|
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: Tammy Murphy | Statement: [Phil Murphy, spouse, Tammy Murphy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tammy Murphy Context triple: [Phil Murphy, spouse, Tammy Murphy]
-
A.
Colleen Murphy
Colleen Murphy is a Canadian playwright, filmmaker, and librettist renowned for her powerful, emotionally intense stage works.
-
B.
Connie Murphy
Connie Murphy is the wife of retired DEA agent Steve Murphy, known for his role in the pursuit of Colombian drug lord Pablo Escobar.
-
C.
Tammy Miller
Tammy Miller is known as the spouse of American actor Joel McKinnon Miller, recognized for his roles in television and film.
-
D.
Tammy Collins
Tammy Collins is the wife of Grammy-winning gospel musician and choir director Kirk Franklin, known for her supportive role in his personal life and ministry.
-
E.
Tammy Blanchard
Tammy Blanchard is an American actress and singer known for her Emmy-winning portrayal of young Judy Garland in the miniseries "Life with Judy Garland: Me and My Shadows" and for her work in film, television, and on Broadway.
- 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: Tammy Murphy Triple: [Phil Murphy, spouse, Tammy Murphy]
Generated description
Tammy Murphy is an American financier and political figure who serves as the First Lady of New Jersey and is married to Governor Phil Murphy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tammy Murphy Target entity description: Tammy Murphy is an American financier and political figure who serves as the First Lady of New Jersey and is married to Governor Phil Murphy.
-
A.
Colleen Murphy
Colleen Murphy is a Canadian playwright, filmmaker, and librettist renowned for her powerful, emotionally intense stage works.
-
B.
Connie Murphy
Connie Murphy is the wife of retired DEA agent Steve Murphy, known for his role in the pursuit of Colombian drug lord Pablo Escobar.
-
C.
Tammy Miller
Tammy Miller is known as the spouse of American actor Joel McKinnon Miller, recognized for his roles in television and film.
-
D.
Tammy Collins
Tammy Collins is the wife of Grammy-winning gospel musician and choir director Kirk Franklin, known for her supportive role in his personal life and ministry.
-
E.
Tammy Blanchard
Tammy Blanchard is an American actress and singer known for her Emmy-winning portrayal of young Judy Garland in the miniseries "Life with Judy Garland: Me and My Shadows" and for her work in film, television, and on Broadway.
- 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_69c6887a499881909dd23341399c59d8 |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6eb8e48d48190ada4d507f3b61bc4 |
completed | March 27, 2026, 8:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7e54c25c88190891311b72f242e86 |
completed | March 28, 2026, 2:27 p.m. |
| NEDg | Description generation | batch_69c7e5ef420081908026576aaba34b11 |
completed | March 28, 2026, 2:30 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7e67d64748190a4b5765a06413fd6 |
completed | March 28, 2026, 2:32 p.m. |
Created at: March 27, 2026, 3 p.m.