Triple
T13747674
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fred Hammond |
E330257
|
entity |
| Predicate | associatedAct |
P37
|
FINISHED |
| Object |
Marvin Sapp
Marvin Sapp is an American gospel singer and pastor best known for his powerful vocals and hit worship songs like "Never Would Have Made It."
|
E1060385
|
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: Marvin Sapp | Statement: [Fred Hammond, associatedAct, Marvin Sapp]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marvin Sapp Context triple: [Fred Hammond, associatedAct, Marvin Sapp]
-
A.
Steven Curtis Chapman
Steven Curtis Chapman is a Grammy-winning American contemporary Christian music singer-songwriter known for his influential worship songs and long, successful recording career.
-
B.
Michael W. Smith
Michael W. Smith is an American contemporary Christian music singer, songwriter, and pianist known for his influential worship songs and crossover pop success.
-
C.
Chris Tomlin
Chris Tomlin is a prominent contemporary Christian music singer and songwriter known for worship anthems such as "How Great Is Our God" and "Amazing Grace (My Chains Are Gone)."
-
D.
MercyMe
MercyMe is a contemporary Christian music band best known for their hit song "I Can Only Imagine" and their influential presence in modern worship and inspirational music.
-
E.
Brandon Heath
Brandon Heath is an American former college basketball standout best known as a high-scoring guard for San Diego State University in the mid-2000s.
- 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: Marvin Sapp Triple: [Fred Hammond, associatedAct, Marvin Sapp]
Generated description
Marvin Sapp is an American gospel singer and pastor best known for his powerful vocals and hit worship songs like "Never Would Have Made It."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marvin Sapp Target entity description: Marvin Sapp is an American gospel singer and pastor best known for his powerful vocals and hit worship songs like "Never Would Have Made It."
-
A.
Steven Curtis Chapman
Steven Curtis Chapman is a Grammy-winning American contemporary Christian music singer-songwriter known for his influential worship songs and long, successful recording career.
-
B.
Michael W. Smith
Michael W. Smith is an American contemporary Christian music singer, songwriter, and pianist known for his influential worship songs and crossover pop success.
-
C.
Chris Tomlin
Chris Tomlin is a prominent contemporary Christian music singer and songwriter known for worship anthems such as "How Great Is Our God" and "Amazing Grace (My Chains Are Gone)."
-
D.
MercyMe
MercyMe is a contemporary Christian music band best known for their hit song "I Can Only Imagine" and their influential presence in modern worship and inspirational music.
-
E.
Brandon Heath
Brandon Heath is an American former college basketball standout best known as a high-scoring guard for San Diego State University in the mid-2000s.
- 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_69d81c573f288190aa2403d484fa3d49 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de02132a108190aca728b95e83af01 |
completed | April 14, 2026, 9 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7a854098c8190983d142c9930962b |
completed | May 3, 2026, 7:56 p.m. |
| NEDg | Description generation | batch_69f7ac78ef5081909caccd2fc5772f24 |
completed | May 3, 2026, 8:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7ad51c6808190afa80fc3622399bf |
completed | May 3, 2026, 8:17 p.m. |
Created at: April 9, 2026, 10:08 p.m.