Triple
T16304423
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | OTF |
E395869
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Loyal Bros
Loyal Bros is a collaborative compilation album by Chicago rap collective OTF (Only The Family), showcasing its roster of drill and street-rap artists.
|
E1206296
|
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: Loyal Bros | Statement: [OTF, notableWork, Loyal Bros]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Loyal Bros Context triple: [OTF, notableWork, Loyal Bros]
-
A.
Short Brothers
Short Brothers is a historic British aerospace company best known as one of the world’s first aircraft manufacturers and a pioneer in early aviation and flying boat design.
-
B.
Benassi Bros.
Benassi Bros. is an Italian electronic music project led by DJ and producer Benny Benassi, known for its club-oriented house tracks and collaborations with various vocalists.
-
C.
Ames Brothers
The Ames Brothers were a popular American singing quartet active in the 1940s and 1950s, known for their smooth harmonies and numerous hit records.
-
D.
Established & Sons
Established & Sons is a British design-led furniture and lighting company known for collaborating with prominent contemporary designers to produce innovative, high-end pieces.
-
E.
Hickey & Boggs
Hickey & Boggs is a 1972 neo-noir detective film, directed by and starring Robert Culp alongside Bill Cosby, known for its gritty tone and subversion of classic private-eye tropes.
- 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: Loyal Bros Triple: [OTF, notableWork, Loyal Bros]
Generated description
Loyal Bros is a collaborative compilation album by Chicago rap collective OTF (Only The Family), showcasing its roster of drill and street-rap artists.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Loyal Bros Target entity description: Loyal Bros is a collaborative compilation album by Chicago rap collective OTF (Only The Family), showcasing its roster of drill and street-rap artists.
-
A.
Short Brothers
Short Brothers is a historic British aerospace company best known as one of the world’s first aircraft manufacturers and a pioneer in early aviation and flying boat design.
-
B.
Benassi Bros.
Benassi Bros. is an Italian electronic music project led by DJ and producer Benny Benassi, known for its club-oriented house tracks and collaborations with various vocalists.
-
C.
Ames Brothers
The Ames Brothers were a popular American singing quartet active in the 1940s and 1950s, known for their smooth harmonies and numerous hit records.
-
D.
Established & Sons
Established & Sons is a British design-led furniture and lighting company known for collaborating with prominent contemporary designers to produce innovative, high-end pieces.
-
E.
Hickey & Boggs
Hickey & Boggs is a 1972 neo-noir detective film, directed by and starring Robert Culp alongside Bill Cosby, known for its gritty tone and subversion of classic private-eye tropes.
- 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_69d87f23bb088190a16fbb91a1957ea5 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e288d42f1c81908a6869244d727e99 |
completed | April 17, 2026, 7:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a001fa16e3c81908a92225b5b57d711 |
completed | May 10, 2026, 6:03 a.m. |
| NEDg | Description generation | batch_6a00219696dc8190bcce66c1eeb07561 |
completed | May 10, 2026, 6:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a002221fe7c819083c8ede5e63b0908 |
completed | May 10, 2026, 6:13 a.m. |
Created at: April 10, 2026, 5:06 a.m.