Triple
T19002827
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stuart Rosenberg |
E464998
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Love and Bullets
Love and Bullets is a 1979 American crime-action film starring Charles Bronson as a hitman-turned-protector, directed by Stuart Rosenberg.
|
E1353783
|
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 and Bullets | Statement: [Stuart Rosenberg, notableWork, Love and Bullets]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Love and Bullets Context triple: [Stuart Rosenberg, notableWork, Love and Bullets]
-
A.
I Brought You My Bullets, You Brought Me Your Love
"I Brought You My Bullets, You Brought Me Your Love" is the 2002 debut studio album by American rock band My Chemical Romance, showcasing their early post-hardcore and emo-influenced sound.
-
B.
Love Is a Gun
Love Is a Gun is an independent 1990s drama film featuring actress Eliza Roberts in a prominent role.
-
C.
Gimme Back My Bullets
Gimme Back My Bullets is a 1976 Southern rock studio album by Lynyrd Skynyrd known for its hard-edged sound and marking the band's last record before the addition of the famed "Three Guitar Army" lineup.
-
D.
Bullet in the Fire
"Bullet in the Fire" is a song featured on the album *Arm in Arm* by the German electronic music duo Booka Shade.
-
E.
Loves Her Gun
Loves Her Gun is an independent drama film exploring themes of violence, fear, and self-protection through the story of a woman who becomes immersed in gun culture after a traumatic experience.
- 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 and Bullets Triple: [Stuart Rosenberg, notableWork, Love and Bullets]
Generated description
Love and Bullets is a 1979 American crime-action film starring Charles Bronson as a hitman-turned-protector, directed by Stuart Rosenberg.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Love and Bullets Target entity description: Love and Bullets is a 1979 American crime-action film starring Charles Bronson as a hitman-turned-protector, directed by Stuart Rosenberg.
-
A.
I Brought You My Bullets, You Brought Me Your Love
"I Brought You My Bullets, You Brought Me Your Love" is the 2002 debut studio album by American rock band My Chemical Romance, showcasing their early post-hardcore and emo-influenced sound.
-
B.
Love Is a Gun
Love Is a Gun is an independent 1990s drama film featuring actress Eliza Roberts in a prominent role.
-
C.
Gimme Back My Bullets
Gimme Back My Bullets is a 1976 Southern rock studio album by Lynyrd Skynyrd known for its hard-edged sound and marking the band's last record before the addition of the famed "Three Guitar Army" lineup.
-
D.
Bullet in the Fire
"Bullet in the Fire" is a song featured on the album *Arm in Arm* by the German electronic music duo Booka Shade.
-
E.
Loves Her Gun
Loves Her Gun is an independent drama film exploring themes of violence, fear, and self-protection through the story of a woman who becomes immersed in gun culture after a traumatic experience.
- 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_69d8dd01a56c81909694a128c66b21d7 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5d6a252588190a40398b1879fb096 |
completed | April 20, 2026, 7:32 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05b45dc7e88190a0bf79ea1bb18f99 |
completed | May 14, 2026, 11:39 a.m. |
| NEDg | Description generation | batch_6a05b5dfac0c8190b67921280d5ab1fe |
completed | May 14, 2026, 11:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a05b68aba3081908ca21d732e45f454 |
completed | May 14, 2026, 11:48 a.m. |
Created at: April 10, 2026, 12:01 p.m.