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.