Triple
T20814407
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Love Unlimited |
E512397
|
entity |
| Predicate | member |
P10
|
FINISHED |
| Object |
Linda James
Linda James is an American singer best known as one of the vocalists in Barry White’s female soul trio Love Unlimited.
|
E1451472
|
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: Linda James | Statement: [Love Unlimited, member, Linda James]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Linda James Context triple: [Love Unlimited, member, Linda James]
-
A.
Marta Heflin
Marta Heflin was an American actress best known for her roles in several of Robert Altman’s ensemble films during the 1970s and 1980s.
-
B.
Kim Lankford
Kim Lankford is an American actress best known for her role as Ginger Ward on the prime-time soap opera "Knots Landing."
-
C.
Ken Loeffler
Ken Loeffler was an American basketball coach best known for leading La Salle University to national prominence in the 1950s and for his successful stints in both college and professional basketball.
-
D.
Connie Tillis
Connie Tillis is a daughter of the late American country music singer and songwriter Mel Tillis.
-
E.
Cynthia Pepper
Cynthia Pepper is an American actress best known for her film and television work in the early 1960s, including a prominent role opposite Elvis Presley.
- 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: Linda James Triple: [Love Unlimited, member, Linda James]
Generated description
Linda James is an American singer best known as one of the vocalists in Barry White’s female soul trio Love Unlimited.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Linda James Target entity description: Linda James is an American singer best known as one of the vocalists in Barry White’s female soul trio Love Unlimited.
-
A.
Marta Heflin
Marta Heflin was an American actress best known for her roles in several of Robert Altman’s ensemble films during the 1970s and 1980s.
-
B.
Kim Lankford
Kim Lankford is an American actress best known for her role as Ginger Ward on the prime-time soap opera "Knots Landing."
-
C.
Ken Loeffler
Ken Loeffler was an American basketball coach best known for leading La Salle University to national prominence in the 1950s and for his successful stints in both college and professional basketball.
-
D.
Connie Tillis
Connie Tillis is a daughter of the late American country music singer and songwriter Mel Tillis.
-
E.
Cynthia Pepper
Cynthia Pepper is an American actress best known for her film and television work in the early 1960s, including a prominent role opposite Elvis Presley.
- 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_69e0b4cd25088190b48ca9700cd24efc |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c2d4e43c8190aecce82a3f7e2de0 |
completed | April 21, 2026, 12:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08f8cdb5d08190a8925efe00fef10e |
completed | May 16, 2026, 11:07 p.m. |
| NEDg | Description generation | batch_6a08f9f7aff481908283ffe92d95646d |
completed | May 16, 2026, 11:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08faa15c488190b7a3ed000c093be7 |
completed | May 16, 2026, 11:15 p.m. |
Created at: April 16, 2026, 12:41 p.m.