Triple
T6268683
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | What the World Needs Now Is Love |
E140475
|
entity |
| Predicate | recordedBy |
P1165
|
FINISHED |
| Object |
Tom Clay
Tom Clay was an American radio DJ and producer best known for his 1971 spoken-word and music montage hit single "What the World Needs Now Is Love/Abraham, Martin and John."
|
E579689
|
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: Tom Clay | Statement: [What the World Needs Now Is Love, recordedBy, Tom Clay]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tom Clay Context triple: [What the World Needs Now Is Love, recordedBy, Tom Clay]
-
A.
Clarence "Clay" Morrow
Clarence "Clay" Morrow is a central character in the television series "Sons of Anarchy," known as the manipulative and power-driven former president of the Sons of Anarchy Motorcycle Club.
-
B.
Christopher Clayton
Christopher Clayton is a distinguished geoscientist recognized for his significant contributions to the Earth sciences, as evidenced by his receipt of the prestigious William Smith Medal.
-
C.
Clayton Hamilton
Clayton Hamilton was an American drama critic and author known for his influential early 20th-century writings on theater and dramatic literature.
-
D.
Tom Tate
Tom Tate is an Australian politician and businessman best known as the long-serving mayor of the City of Gold Coast in Queensland.
-
E.
Clayton Townsend
Clayton Townsend is a film producer known for his work on major Hollywood comedies and dramas, including the hit movie "Bridesmaids."
- 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: Tom Clay Triple: [What the World Needs Now Is Love, recordedBy, Tom Clay]
Generated description
Tom Clay was an American radio DJ and producer best known for his 1971 spoken-word and music montage hit single "What the World Needs Now Is Love/Abraham, Martin and John."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tom Clay Target entity description: Tom Clay was an American radio DJ and producer best known for his 1971 spoken-word and music montage hit single "What the World Needs Now Is Love/Abraham, Martin and John."
-
A.
Clarence "Clay" Morrow
Clarence "Clay" Morrow is a central character in the television series "Sons of Anarchy," known as the manipulative and power-driven former president of the Sons of Anarchy Motorcycle Club.
-
B.
Christopher Clayton
Christopher Clayton is a distinguished geoscientist recognized for his significant contributions to the Earth sciences, as evidenced by his receipt of the prestigious William Smith Medal.
-
C.
Clayton Hamilton
Clayton Hamilton was an American drama critic and author known for his influential early 20th-century writings on theater and dramatic literature.
-
D.
Tom Tate
Tom Tate is an Australian politician and businessman best known as the long-serving mayor of the City of Gold Coast in Queensland.
-
E.
Clayton Townsend
Clayton Townsend is a film producer known for his work on major Hollywood comedies and dramas, including the hit movie "Bridesmaids."
- 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_69c008cabc4081909723e2547c9d6cc0 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c063a28da081909f4bec8f7c1dedef |
completed | March 22, 2026, 9:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c24460f1bc8190b15ca58331410ec2 |
completed | March 24, 2026, 7:59 a.m. |
| NEDg | Description generation | batch_69c2a5a6157c8190a57a297cf606eecb |
completed | March 24, 2026, 2:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c2a60a92cc8190847e242482788ff3 |
completed | March 24, 2026, 2:56 p.m. |
Created at: March 22, 2026, 4:25 p.m.