Triple
T6954699
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wahlberg |
E161212
|
entity |
| Predicate | usedBy |
P260
|
FINISHED |
| Object |
Debbie Wahlberg
Debbie Wahlberg was a member of the Wahlberg family, known publicly as one of Mark and Donnie Wahlberg’s sisters.
|
E630811
|
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: Debbie Wahlberg | Statement: [Wahlberg, usedBy, Debbie Wahlberg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Debbie Wahlberg Context triple: [Wahlberg, usedBy, Debbie Wahlberg]
-
A.
Marilu Henner
Marilu Henner is an American actress and author best known for her role as Elaine Nardo on the TV sitcom "Taxi" and for her appearances in numerous film and television projects.
-
B.
Bebe Neuwirth
Bebe Neuwirth is an American actress, singer, and dancer best known for her Tony-winning Broadway work and her Emmy-winning role as Dr. Lilith Sternin on the television series "Cheers" and "Frasier."
-
C.
Debbie DiMaio
Debbie DiMaio is a television producer best known for serving as an executive producer on the long-running talk show "The Oprah Winfrey Show."
-
D.
Debbie Griswold
Debbie Griswold is a main character in the 2015 comedy film "Vacation," serving as Rusty Griswold’s wife and the mother in the new generation of the Griswold family.
-
E.
Debi Mazar
Debi Mazar is an American actress known for her sharp-tongued, tough-chic roles in films and television series such as "Goodfellas," "Entourage," and "Younger."
- 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: Debbie Wahlberg Triple: [Wahlberg, usedBy, Debbie Wahlberg]
Generated description
Debbie Wahlberg was a member of the Wahlberg family, known publicly as one of Mark and Donnie Wahlberg’s sisters.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Debbie Wahlberg Target entity description: Debbie Wahlberg was a member of the Wahlberg family, known publicly as one of Mark and Donnie Wahlberg’s sisters.
-
A.
Marilu Henner
Marilu Henner is an American actress and author best known for her role as Elaine Nardo on the TV sitcom "Taxi" and for her appearances in numerous film and television projects.
-
B.
Bebe Neuwirth
Bebe Neuwirth is an American actress, singer, and dancer best known for her Tony-winning Broadway work and her Emmy-winning role as Dr. Lilith Sternin on the television series "Cheers" and "Frasier."
-
C.
Debbie DiMaio
Debbie DiMaio is a television producer best known for serving as an executive producer on the long-running talk show "The Oprah Winfrey Show."
-
D.
Debbie Griswold
Debbie Griswold is a main character in the 2015 comedy film "Vacation," serving as Rusty Griswold’s wife and the mother in the new generation of the Griswold family.
-
E.
Debi Mazar
Debi Mazar is an American actress known for her sharp-tongued, tough-chic roles in films and television series such as "Goodfellas," "Entourage," and "Younger."
- 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_69c68852a9a0819097797e31d492e273 |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6dace1a94819095311e4288f01784 |
completed | March 27, 2026, 7:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c75883f6888190a75515be49e7879e |
completed | March 28, 2026, 4:26 a.m. |
| NEDg | Description generation | batch_69c759a5eebc8190934ea04a2ce20287 |
completed | March 28, 2026, 4:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c75a19d27c819089cfa625dfccfe6f |
completed | March 28, 2026, 4:33 a.m. |
Created at: March 27, 2026, 2:29 p.m.