Triple
T3553021
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kirk Franklin |
E75152
|
entity |
| Predicate | notableSong |
P4
|
FINISHED |
| Object |
Love Theory
"Love Theory" is a contemporary gospel song by Kirk Franklin that blends upbeat R&B-influenced production with lyrics celebrating God’s love and grace.
|
E367017
|
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: Love Theory | Statement: [Kirk Franklin, notableSong, Love Theory]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Love Theory Context triple: [Kirk Franklin, notableSong, Love Theory]
-
A.
Love Obsession
Love Obsession is a track from Bobby Brown’s 1986 R&B album "King of Stage."
-
B.
Love etc.
"Love etc." is a 2009 synth-pop single by the English duo Pet Shop Boys, known for its critique of consumerism and modern relationships.
-
C.
Love
Love is a 2003 novel by Toni Morrison that explores the intertwined lives of several women connected by their relationships to a charismatic, deceased hotel owner.
-
D.
Love
"Love" is an essay by Ralph Waldo Emerson that explores the nature, spiritual significance, and transformative power of romantic affection and human connection.
-
E.
Logic Taught by Love
Logic Taught by Love is an educational work by Mary Everest Boole that explores how to teach logical and mathematical thinking to children through intuitive, emotionally engaging methods.
- 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: Love Theory Triple: [Kirk Franklin, notableSong, Love Theory]
Generated description
"Love Theory" is a contemporary gospel song by Kirk Franklin that blends upbeat R&B-influenced production with lyrics celebrating God’s love and grace.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Love Theory Target entity description: "Love Theory" is a contemporary gospel song by Kirk Franklin that blends upbeat R&B-influenced production with lyrics celebrating God’s love and grace.
-
A.
Love Obsession
Love Obsession is a track from Bobby Brown’s 1986 R&B album "King of Stage."
-
B.
Love etc.
"Love etc." is a 2009 synth-pop single by the English duo Pet Shop Boys, known for its critique of consumerism and modern relationships.
-
C.
Love
Love is a 2003 novel by Toni Morrison that explores the intertwined lives of several women connected by their relationships to a charismatic, deceased hotel owner.
-
D.
Love
"Love" is an essay by Ralph Waldo Emerson that explores the nature, spiritual significance, and transformative power of romantic affection and human connection.
-
E.
Logic Taught by Love
Logic Taught by Love is an educational work by Mary Everest Boole that explores how to teach logical and mathematical thinking to children through intuitive, emotionally engaging methods.
- 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_69ad85d33c6c819081d5ac1df13b5680 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc05394888190b59fafda97b49beb |
completed | March 8, 2026, 6:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b38beef8b4819090109ab89e9671d6 |
completed | March 13, 2026, 4 a.m. |
| NEDg | Description generation | batch_69b38c84fc788190a074f14a76bb7944 |
completed | March 13, 2026, 4:03 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b38cb872948190a75bc6d6829187c5 |
completed | March 13, 2026, 4:04 a.m. |
Created at: March 8, 2026, 3:20 p.m.