Triple
T6385741
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | I've Been Thinking About You |
E143695
|
entity |
| Predicate | writer |
P1360
|
FINISHED |
| Object |
Jimmy Chambers
Jimmy Chambers is a British singer and songwriter best known as a member of the band Londonbeat, contributing to their international hit "I've Been Thinking About You."
|
E591441
|
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: Jimmy Chambers | Statement: [I've Been Thinking About You, writer, Jimmy Chambers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jimmy Chambers Context triple: [I've Been Thinking About You, writer, Jimmy Chambers]
-
A.
Jack Chambers
Jack Chambers is a central character in the psychological thriller film "Don't Worry Darling," portrayed as a seemingly devoted husband whose true motives and involvement in a disturbing, controlled reality are gradually revealed.
-
B.
Craig Chambers
Craig Chambers is a computer scientist known for his work on object-oriented language design and implementation, particularly the Cecil and Diesel languages.
-
C.
Sam Catchem
Sam Catchem is a tough, streetwise police detective and longtime partner of Dick Tracy in the classic American comic strip.
-
D.
Chris Chambers
Chris Chambers is a sensitive, troubled yet loyal boy from a rough family background in Stephen King’s coming-of-age story "The Body" and its film adaptation "Stand by Me."
-
E.
Brandon Hammond
Brandon Hammond is an American former child actor best known for his roles in 1990s films like "Space Jam," "Soul Food," and "Waiting to Exhale."
- 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: Jimmy Chambers Triple: [I've Been Thinking About You, writer, Jimmy Chambers]
Generated description
Jimmy Chambers is a British singer and songwriter best known as a member of the band Londonbeat, contributing to their international hit "I've Been Thinking About You."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jimmy Chambers Target entity description: Jimmy Chambers is a British singer and songwriter best known as a member of the band Londonbeat, contributing to their international hit "I've Been Thinking About You."
-
A.
Jack Chambers
Jack Chambers is a central character in the psychological thriller film "Don't Worry Darling," portrayed as a seemingly devoted husband whose true motives and involvement in a disturbing, controlled reality are gradually revealed.
-
B.
Craig Chambers
Craig Chambers is a computer scientist known for his work on object-oriented language design and implementation, particularly the Cecil and Diesel languages.
-
C.
Sam Catchem
Sam Catchem is a tough, streetwise police detective and longtime partner of Dick Tracy in the classic American comic strip.
-
D.
Chris Chambers
Chris Chambers is a sensitive, troubled yet loyal boy from a rough family background in Stephen King’s coming-of-age story "The Body" and its film adaptation "Stand by Me."
-
E.
Brandon Hammond
Brandon Hammond is an American former child actor best known for his roles in 1990s films like "Space Jam," "Soul Food," and "Waiting to Exhale."
- 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_69c008dac1ec81909cef8157ccd69962 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c068688bfc8190a28918d58d0cfd2e |
completed | March 22, 2026, 10:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6387dc8888190ba63efcc9aff41b2 |
completed | March 27, 2026, 7:57 a.m. |
| NEDg | Description generation | batch_69c63b0165ac8190bb6001504d4abfcc |
completed | March 27, 2026, 8:08 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c63b6373e88190b676ee85be8c06fb |
completed | March 27, 2026, 8:10 a.m. |
Created at: March 22, 2026, 4:34 p.m.