Triple
T6379914
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Search for Everything |
E143553
|
entity |
| Predicate | track |
P17929
|
FINISHED |
| Object |
Changing
"Changing" is a song by John Mayer from his album "The Search for Everything," reflecting his introspective pop-rock style and themes of personal growth.
|
E589405
|
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: Changing | Statement: [The Search for Everything, track, Changing]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Changing Context triple: [The Search for Everything, track, Changing]
-
A.
Change
"Change" is a reflective, melodic rock song by Blind Melon known for its introspective lyrics and Shannon Hoon’s emotive vocal performance.
-
B.
Change
Change was an Italian-American post-disco and R&B studio group formed in the late 1970s, best known for its sophisticated dance grooves and for launching the early international career of Luther Vandross.
-
C.
Changing Form
Changing Form is a prominent abstract steel sculpture located in Seattle’s Kerry Park, often noted as a popular foreground for views of the city skyline and Mount Rainier.
-
D.
Changes
"Changes" is a track featured on the hip hop album *Universal Mind Control* by Common.
-
E.
Changes
"Changes" is a reflective folk song by American singer-songwriter Phil Ochs, known for its poetic lyrics and gentle, introspective tone.
- 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: Changing Triple: [The Search for Everything, track, Changing]
Generated description
"Changing" is a song by John Mayer from his album "The Search for Everything," reflecting his introspective pop-rock style and themes of personal growth.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Changing Target entity description: "Changing" is a song by John Mayer from his album "The Search for Everything," reflecting his introspective pop-rock style and themes of personal growth.
-
A.
Change
"Change" is a reflective, melodic rock song by Blind Melon known for its introspective lyrics and Shannon Hoon’s emotive vocal performance.
-
B.
Change
Change was an Italian-American post-disco and R&B studio group formed in the late 1970s, best known for its sophisticated dance grooves and for launching the early international career of Luther Vandross.
-
C.
Changing Form
Changing Form is a prominent abstract steel sculpture located in Seattle’s Kerry Park, often noted as a popular foreground for views of the city skyline and Mount Rainier.
-
D.
Changes
"Changes" is a track featured on the hip hop album *Universal Mind Control* by Common.
-
E.
Changes
"Changes" is a reflective folk song by American singer-songwriter Phil Ochs, known for its poetic lyrics and gentle, introspective tone.
- 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_69c008d9f4348190ab598a2913259a1c |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c0685029488190911fb24c470b6f0d |
completed | March 22, 2026, 10:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c62daf2f408190923d67bd0222d2bb |
completed | March 27, 2026, 7:11 a.m. |
| NEDg | Description generation | batch_69c63321ec688190ae527f6ae9be5791 |
completed | March 27, 2026, 7:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c633e823548190950cc50e360e4ef6 |
completed | March 27, 2026, 7:38 a.m. |
Created at: March 22, 2026, 4:33 p.m.