Triple
T19872695
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Woman to Woman |
E477556
|
entity |
| Predicate | hasTrack |
P3284
|
FINISHED |
| Object |
Stubborn
"Stubborn" is a song featured on the album *Woman to Woman*.
|
E1399798
|
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: Stubborn | Statement: [Woman to Woman, hasTrack, Stubborn]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stubborn Context triple: [Woman to Woman, hasTrack, Stubborn]
-
A.
Stubborn Love
"Stubborn Love" is a folk-rock song by American band The Lumineers, known for its emotive lyrics and anthemic, acoustic-driven sound.
-
B.
Too Tough
Too Tough is a track featured on the hip-hop album "Undercover."
-
C.
Thickskin
Thickskin is a 2003 hard rock/heavy metal studio album by Skid Row that marked the band’s first full-length release with a new lineup after the departure of original vocalist Sebastian Bach.
-
D.
The Tough Ones
The Tough Ones is a 1970s Italian poliziottesco crime-action film known for its gritty violence, tough cop antihero, and cult status among Eurocrime cinema fans.
-
E.
Mühsam
Mühsam is the surname of Erich Mühsam, a prominent German-Jewish anarchist writer, poet, and political activist of the early 20th century.
- 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: Stubborn Triple: [Woman to Woman, hasTrack, Stubborn]
Generated description
"Stubborn" is a song featured on the album *Woman to Woman*.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stubborn Target entity description: "Stubborn" is a song featured on the album *Woman to Woman*.
-
A.
Stubborn Love
"Stubborn Love" is a folk-rock song by American band The Lumineers, known for its emotive lyrics and anthemic, acoustic-driven sound.
-
B.
Too Tough
Too Tough is a track featured on the hip-hop album "Undercover."
-
C.
Thickskin
Thickskin is a 2003 hard rock/heavy metal studio album by Skid Row that marked the band’s first full-length release with a new lineup after the departure of original vocalist Sebastian Bach.
-
D.
The Tough Ones
The Tough Ones is a 1970s Italian poliziottesco crime-action film known for its gritty violence, tough cop antihero, and cult status among Eurocrime cinema fans.
-
E.
Mühsam
Mühsam is the surname of Erich Mühsam, a prominent German-Jewish anarchist writer, poet, and political activist of the early 20th century.
- 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_69d8e51e7d948190aedbcd6c30361c39 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e658d826f88190be04188997952d1b |
completed | April 20, 2026, 4:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07dbc44f748190a65d88890960d90b |
completed | May 16, 2026, 2:51 a.m. |
| NEDg | Description generation | batch_6a07dc854a0c8190b0da81ead6b9cfc1 |
completed | May 16, 2026, 2:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07dd45e93c8190b14c23487398a8ec |
completed | May 16, 2026, 2:58 a.m. |
Created at: April 10, 2026, 1:51 p.m.