Triple
T3130471
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tasha Cobbs |
E65397
|
entity |
| Predicate | hasSpouse |
P13
|
FINISHED |
| Object |
Kenneth Leonard
Kenneth Leonard is a gospel music producer and musician best known as the husband and musical collaborator of gospel singer Tasha Cobbs Leonard.
|
E338928
|
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: Kenneth Leonard | Statement: [Tasha Cobbs, hasSpouse, Kenneth Leonard]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kenneth Leonard Context triple: [Tasha Cobbs, hasSpouse, Kenneth Leonard]
-
A.
Kenneth Franklin
Kenneth Franklin was an American astronomer and science communicator known for his work at the Hayden Planetarium and his contributions to popularizing astronomy.
-
B.
Kenneth Anderson
Kenneth Anderson was a British Army general best known for leading Allied ground forces in the North African campaign during World War II, including the early phases of the Tunisian campaign.
-
C.
Kenneth Seymour Robbins
Kenneth Seymour Robbins was an American car salesman and the father of Nancy Reagan, the future First Lady of the United States.
-
D.
Ronald Lippitt
Ronald Lippitt was an American social psychologist known for his work on group dynamics, leadership styles, and planned change, building on the foundational theories of Kurt Lewin.
-
E.
Kenneth Utt
Kenneth Utt was an American film producer best known for his work on acclaimed films such as "The Silence of the Lambs."
- 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: Kenneth Leonard Triple: [Tasha Cobbs, hasSpouse, Kenneth Leonard]
Generated description
Kenneth Leonard is a gospel music producer and musician best known as the husband and musical collaborator of gospel singer Tasha Cobbs Leonard.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kenneth Leonard Target entity description: Kenneth Leonard is a gospel music producer and musician best known as the husband and musical collaborator of gospel singer Tasha Cobbs Leonard.
-
A.
Kenneth Franklin
Kenneth Franklin was an American astronomer and science communicator known for his work at the Hayden Planetarium and his contributions to popularizing astronomy.
-
B.
Kenneth Anderson
Kenneth Anderson was a British Army general best known for leading Allied ground forces in the North African campaign during World War II, including the early phases of the Tunisian campaign.
-
C.
Kenneth Seymour Robbins
Kenneth Seymour Robbins was an American car salesman and the father of Nancy Reagan, the future First Lady of the United States.
-
D.
Ronald Lippitt
Ronald Lippitt was an American social psychologist known for his work on group dynamics, leadership styles, and planned change, building on the foundational theories of Kurt Lewin.
-
E.
Kenneth Utt
Kenneth Utt was an American film producer best known for his work on acclaimed films such as "The Silence of the Lambs."
- 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_69ad8581c25c8190b0d85ba9b9baa531 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada549aaa881908dcf92d20fa6f238 |
completed | March 8, 2026, 4:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b276e63ce481908671453ca67586f1 |
completed | March 12, 2026, 8:18 a.m. |
| NEDg | Description generation | batch_69b277c9faa48190b15c5ca0ec8625a0 |
completed | March 12, 2026, 8:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b2781855ec819089fbe4fd874115a2 |
completed | March 12, 2026, 8:23 a.m. |
Created at: March 8, 2026, 3:04 p.m.