Triple
T17985559
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Roberta Martin |
E430221
|
entity |
| Predicate | hasName |
P744
|
FINISHED |
| Object |
Roberta Martin
Roberta Martin was an influential American gospel singer, pianist, composer, and choir leader who helped shape modern gospel music in the mid-20th century.
|
E1306305
|
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: Roberta Martin | Statement: [Roberta Martin, hasName, Roberta Martin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Roberta Martin Context triple: [Roberta Martin, hasName, Roberta Martin]
-
A.
Roberta Martin
Roberta Martin is a central childhood friend in the coming-of-age film "Now and Then," known for her tomboyish personality and strong, loyal nature within the group.
-
B.
Roberta Warren
Roberta Warren is the tough, resourceful former National Guard lieutenant who leads the survivor group in the post-apocalyptic TV series "Z Nation."
-
C.
Roberta Tubbs
Roberta Tubbs is a fictional teenage character from the animated TV series "The Cleveland Show," known as the daughter of Donna Tubbs and stepdaughter of Cleveland Brown.
-
D.
Roberta Semple
Roberta Semple was the daughter of famed evangelist Aimee Semple McPherson and was involved in her mother’s Pentecostal ministry and public life.
-
E.
Sheila Martin
Sheila Martin is the wife of former Canadian prime minister Paul Martin and is known for her low public profile and support of her husband's political career.
- 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: Roberta Martin Triple: [Roberta Martin, hasName, Roberta Martin]
Generated description
Roberta Martin was an influential American gospel singer, pianist, composer, and choir leader who helped shape modern gospel music in the mid-20th century.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Roberta Martin Target entity description: Roberta Martin was an influential American gospel singer, pianist, composer, and choir leader who helped shape modern gospel music in the mid-20th century.
-
A.
Roberta Martin
Roberta Martin is a central childhood friend in the coming-of-age film "Now and Then," known for her tomboyish personality and strong, loyal nature within the group.
-
B.
Roberta Warren
Roberta Warren is the tough, resourceful former National Guard lieutenant who leads the survivor group in the post-apocalyptic TV series "Z Nation."
-
C.
Roberta Tubbs
Roberta Tubbs is a fictional teenage character from the animated TV series "The Cleveland Show," known as the daughter of Donna Tubbs and stepdaughter of Cleveland Brown.
-
D.
Roberta Semple
Roberta Semple was the daughter of famed evangelist Aimee Semple McPherson and was involved in her mother’s Pentecostal ministry and public life.
-
E.
Sheila Martin
Sheila Martin is the wife of former Canadian prime minister Paul Martin and is known for her low public profile and support of her husband's political career.
- 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_69d8b90364248190a37381adea932f42 |
completed | April 10, 2026, 8:46 a.m. |
| NER | Named-entity recognition | batch_69e4b29b4e808190af06074168169035 |
completed | April 19, 2026, 10:46 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a037c28786c819084dfeface9fb7f18 |
completed | May 12, 2026, 7:14 p.m. |
| NEDg | Description generation | batch_6a037d6937688190b74b7b7e7ce92edc |
completed | May 12, 2026, 7:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a037def194081908f22a1db593617fc |
completed | May 12, 2026, 7:22 p.m. |
Created at: April 10, 2026, 10:23 a.m.