Triple
T18270854
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Love Changes |
E437607
|
entity |
| Predicate | performer |
P1363
|
FINISHED |
| Object |
Meli'sa Morgan
Meli'sa Morgan is an American R&B and soul singer best known for her powerful vocals and hit songs in the 1980s.
|
E1318345
|
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: Meli'sa Morgan | Statement: [Love Changes, performer, Meli'sa Morgan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Meli'sa Morgan Context triple: [Love Changes, performer, Meli'sa Morgan]
-
A.
Nichole Millard
Nichole Millard is a screenwriter best known for co-writing the family sports comedy film "The Game Plan."
-
B.
Maren Larae Morris
Maren Larae Morris is an American country and pop singer-songwriter known for hits like "My Church" and "The Bones" and for blending country, pop, and R&B influences.
-
C.
Nichole Gilbert
Nichole Gilbert is a songwriter best known for co-writing the R&B song "If You Love Me."
-
D.
Mariel Sheets
Mariel Sheets is an American child actress best known for voicing Sally Brown in the animated feature film "The Peanuts Movie."
-
E.
Sharni Vinson
Sharni Vinson is an Australian actress and dancer best known for her roles in films like "Step Up 3D" and the horror movie "You're Next."
- 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: Meli'sa Morgan Triple: [Love Changes, performer, Meli'sa Morgan]
Generated description
Meli'sa Morgan is an American R&B and soul singer best known for her powerful vocals and hit songs in the 1980s.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Meli'sa Morgan Target entity description: Meli'sa Morgan is an American R&B and soul singer best known for her powerful vocals and hit songs in the 1980s.
-
A.
Nichole Millard
Nichole Millard is a screenwriter best known for co-writing the family sports comedy film "The Game Plan."
-
B.
Maren Larae Morris
Maren Larae Morris is an American country and pop singer-songwriter known for hits like "My Church" and "The Bones" and for blending country, pop, and R&B influences.
-
C.
Nichole Gilbert
Nichole Gilbert is a songwriter best known for co-writing the R&B song "If You Love Me."
-
D.
Mariel Sheets
Mariel Sheets is an American child actress best known for voicing Sally Brown in the animated feature film "The Peanuts Movie."
-
E.
Sharni Vinson
Sharni Vinson is an Australian actress and dancer best known for her roles in films like "Step Up 3D" and the horror movie "You're Next."
- 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_69d8b913351c8190932b6a426de04b41 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4ff7e00548190a28916a696831336 |
completed | April 19, 2026, 4:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a03c4b63a408190a052683b28b2c9a6 |
completed | May 13, 2026, 12:24 a.m. |
| NEDg | Description generation | batch_6a03c61786248190b25a5557cf3ea431 |
completed | May 13, 2026, 12:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03c6854dbc81909a05b216c4e27323 |
completed | May 13, 2026, 12:32 a.m. |
Created at: April 10, 2026, 10:34 a.m.