Triple
T8776549
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Poison Arrow |
E208597
|
entity |
| Predicate | writer |
P1360
|
FINISHED |
| Object |
Stephen Singleton
Stephen Singleton is a British musician and songwriter best known as the saxophonist and co-writer in the early 1980s synth-pop band ABC.
|
E756430
|
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: Stephen Singleton | Statement: [Poison Arrow, writer, Stephen Singleton]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stephen Singleton Context triple: [Poison Arrow, writer, Stephen Singleton]
-
A.
Arthur James Singleton
Arthur James Singleton, better known as Zutty Singleton, was an influential American jazz drummer associated with the early New Orleans and Chicago jazz scenes.
-
B.
Armond Hill
Armond Hill is a former American basketball player and coach best known for his standout collegiate career at Princeton University and subsequent role as an NBA guard.
-
C.
Roy Hinson
Roy Hinson is a former American professional basketball player and standout forward from Rutgers University who played several seasons in the NBA during the 1980s.
-
D.
Carvin Haggins
Carvin Haggins is an American songwriter and record producer best known for his work in R&B and neo-soul, including collaborations with artists like Musiq Soulchild and Jill Scott.
-
E.
Cordell Broadus
Cordell Broadus is an American former college football player and entrepreneur best known as the son of rapper Snoop Dogg and for his appearances on the reality show "Snoop Dogg's Father Hood."
- 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: Stephen Singleton Triple: [Poison Arrow, writer, Stephen Singleton]
Generated description
Stephen Singleton is a British musician and songwriter best known as the saxophonist and co-writer in the early 1980s synth-pop band ABC.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stephen Singleton Target entity description: Stephen Singleton is a British musician and songwriter best known as the saxophonist and co-writer in the early 1980s synth-pop band ABC.
-
A.
Arthur James Singleton
Arthur James Singleton, better known as Zutty Singleton, was an influential American jazz drummer associated with the early New Orleans and Chicago jazz scenes.
-
B.
Armond Hill
Armond Hill is a former American basketball player and coach best known for his standout collegiate career at Princeton University and subsequent role as an NBA guard.
-
C.
Roy Hinson
Roy Hinson is a former American professional basketball player and standout forward from Rutgers University who played several seasons in the NBA during the 1980s.
-
D.
Carvin Haggins
Carvin Haggins is an American songwriter and record producer best known for his work in R&B and neo-soul, including collaborations with artists like Musiq Soulchild and Jill Scott.
-
E.
Cordell Broadus
Cordell Broadus is an American former college football player and entrepreneur best known as the son of rapper Snoop Dogg and for his appearances on the reality show "Snoop Dogg's Father Hood."
- 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_69ca835fbee88190bf625939bac48d7f |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc5f5086088190b317cf2aac7bee83 |
completed | March 31, 2026, 11:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf51ceee2c81908d521cc4931e25dd |
completed | April 3, 2026, 5:36 a.m. |
| NEDg | Description generation | batch_69cf53a27e2c8190a639d3b1007c11c3 |
completed | April 3, 2026, 5:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf54129d888190b61d67f99ad36cb8 |
completed | April 3, 2026, 5:45 a.m. |
Created at: March 30, 2026, 6:42 p.m.