Triple
T20248402
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Concrete Cowboy |
E498485
|
entity |
| Predicate | basedOn |
P98
|
FINISHED |
| Object |
Ghetto Cowboy
Ghetto Cowboy is a young adult novel by G. Neri that follows a troubled boy who discovers purpose and community among urban Black horse riders in North Philadelphia.
|
E1421133
|
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: Ghetto Cowboy | Statement: [Concrete Cowboy, basedOn, Ghetto Cowboy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ghetto Cowboy Context triple: [Concrete Cowboy, basedOn, Ghetto Cowboy]
-
A.
Ghetto Anthem
Ghetto Anthem is the subtitle of Jay-Z’s hit single “Hard Knock Life,” a track famous for sampling the musical Annie and reflecting on urban struggle and success.
-
B.
Ghetto Child
"Ghetto Child" is a soulful 1973 R&B single by The Spinners that poignantly explores the struggles and social realities of growing up in an inner-city environment.
-
C.
Out the Ghetto
"Out the Ghetto" is a track featured on the R&B album "This Ain't a Game" by American singer Ray J.
-
D.
Ghetto Love
Ghetto Love is the first studio album by American R&B singer Jaheim, known for its blend of soulful vocals and contemporary urban production.
-
E.
Ghetto Love
"Ghetto Love" is a track from the album "Necessary Evil," likely blending themes of street romance and hardship over a gritty, urban-influenced sound.
- 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: Ghetto Cowboy Triple: [Concrete Cowboy, basedOn, Ghetto Cowboy]
Generated description
Ghetto Cowboy is a young adult novel by G. Neri that follows a troubled boy who discovers purpose and community among urban Black horse riders in North Philadelphia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ghetto Cowboy Target entity description: Ghetto Cowboy is a young adult novel by G. Neri that follows a troubled boy who discovers purpose and community among urban Black horse riders in North Philadelphia.
-
A.
Ghetto Anthem
Ghetto Anthem is the subtitle of Jay-Z’s hit single “Hard Knock Life,” a track famous for sampling the musical Annie and reflecting on urban struggle and success.
-
B.
Ghetto Child
"Ghetto Child" is a soulful 1973 R&B single by The Spinners that poignantly explores the struggles and social realities of growing up in an inner-city environment.
-
C.
Out the Ghetto
"Out the Ghetto" is a track featured on the R&B album "This Ain't a Game" by American singer Ray J.
-
D.
Ghetto Love
Ghetto Love is the first studio album by American R&B singer Jaheim, known for its blend of soulful vocals and contemporary urban production.
-
E.
Ghetto Love
"Ghetto Love" is a track from the album "Necessary Evil," likely blending themes of street romance and hardship over a gritty, urban-influenced sound.
- 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_69da6274c58c81909c646eabed6f4f30 |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e673a5ce4081908dff86ed4c613fd6 |
completed | April 20, 2026, 6:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08552409988190978640c4190dccd3 |
completed | May 16, 2026, 11:29 a.m. |
| NEDg | Description generation | batch_6a0856ac50e081909c8bc737e4fe6e56 |
completed | May 16, 2026, 11:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a085746f2f08190a703a832f5867c7b |
completed | May 16, 2026, 11:38 a.m. |
Created at: April 11, 2026, 11:40 p.m.