Triple
T3553031
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kirk Franklin |
E75152
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
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.
|
E382163
|
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 Collins | Statement: [Kirk Franklin, spouse, Tammy Collins]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tammy Collins Context triple: [Kirk Franklin, spouse, Tammy Collins]
-
A.
Lori Collins
Lori Collins is a central character in the comedy film "Ted," known as John Bennett’s long-suffering girlfriend who pushes him to grow up and choose between her and his crude, living teddy bear best friend.
-
B.
Colleen Bell
Colleen Bell is an American television producer and political appointee who served as the U.S. Ambassador to Hungary.
-
C.
Terri DeMarco
Terri DeMarco is best known as the wife of American character actor Murray Hamilton, who appeared in films such as "Jaws" and "The Graduate."
-
D.
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.
-
E.
Tammy Grimes
Tammy Grimes was an American actress and singer best known for her Tony Award–winning work on the Broadway stage, including originating the title role in "The Unsinkable Molly Brown."
- 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 Collins Triple: [Kirk Franklin, spouse, Tammy Collins]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tammy Collins Target entity description: 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.
-
A.
Lori Collins
Lori Collins is a central character in the comedy film "Ted," known as John Bennett’s long-suffering girlfriend who pushes him to grow up and choose between her and his crude, living teddy bear best friend.
-
B.
Colleen Bell
Colleen Bell is an American television producer and political appointee who served as the U.S. Ambassador to Hungary.
-
C.
Terri DeMarco
Terri DeMarco is best known as the wife of American character actor Murray Hamilton, who appeared in films such as "Jaws" and "The Graduate."
-
D.
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.
-
E.
Tammy Grimes
Tammy Grimes was an American actress and singer best known for her Tony Award–winning work on the Broadway stage, including originating the title role in "The Unsinkable Molly Brown."
- 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_69ad85d33c6c819081d5ac1df13b5680 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc05394888190b59fafda97b49beb |
completed | March 8, 2026, 6:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4cdd2715c81908250bb2925de8e1f |
completed | March 14, 2026, 2:54 a.m. |
| NEDg | Description generation | batch_69b4ce71b9e4819089d4b74cad82fa23 |
completed | March 14, 2026, 2:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4d21472648190a1ef55af8c046182 |
completed | March 14, 2026, 3:12 a.m. |
Created at: March 8, 2026, 3:20 p.m.