Triple
T21899850
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Reggie Love |
E540778
|
entity |
| Predicate | opposes |
P437
|
FINISHED |
| Object |
Barry Muldanno
Barry Muldanno is a fictional Mafia hitman and primary antagonist in John Grisham’s legal thriller novel "The Client."
|
E1508458
|
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: Barry Muldanno | Statement: [Reggie Love, opposes, Barry Muldanno]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Barry Muldanno Context triple: [Reggie Love, opposes, Barry Muldanno]
-
A.
Ken Nelson
Ken Nelson was an influential American record producer best known for his work with country and pop artists at Capitol Records during the mid-20th century.
-
B.
Ken Nelson
Ken Nelson is a British record producer best known for his work with Coldplay, including producing their hit song "Fix You."
-
C.
Duncan Kane
Duncan Kane is a central character from the television series "Veronica Mars," known as Veronica's wealthy ex-boyfriend with a troubled family background and dark secrets.
-
D.
William Shields
William Shields is a personal name shared by multiple notable individuals across fields such as music, politics, and the military.
-
E.
Barry Reed
Barry Reed was an American trial lawyer and novelist best known for writing the legal drama that inspired the film "The Verdict."
- 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: Barry Muldanno Triple: [Reggie Love, opposes, Barry Muldanno]
Generated description
Barry Muldanno is a fictional Mafia hitman and primary antagonist in John Grisham’s legal thriller novel "The Client."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Barry Muldanno Target entity description: Barry Muldanno is a fictional Mafia hitman and primary antagonist in John Grisham’s legal thriller novel "The Client."
-
A.
Ken Nelson
Ken Nelson was an influential American record producer best known for his work with country and pop artists at Capitol Records during the mid-20th century.
-
B.
Ken Nelson
Ken Nelson is a British record producer best known for his work with Coldplay, including producing their hit song "Fix You."
-
C.
Duncan Kane
Duncan Kane is a central character from the television series "Veronica Mars," known as Veronica's wealthy ex-boyfriend with a troubled family background and dark secrets.
-
D.
William Shields
William Shields is a personal name shared by multiple notable individuals across fields such as music, politics, and the military.
-
E.
Barry Reed
Barry Reed was an American trial lawyer and novelist best known for writing the legal drama that inspired the film "The Verdict."
- 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_69e0c47b4e8c81908c8076eaa4c8e4f2 |
completed | April 16, 2026, 11:14 a.m. |
| NER | Named-entity recognition | batch_69f11fca2bf88190b2a5b912aa102513 |
completed | April 28, 2026, 8:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a5a04ffb88190b60422329c11fe58 |
completed | May 18, 2026, 12:15 a.m. |
| NEDg | Description generation | batch_6a0a5dc336448190af4ef12bd04f2254 |
completed | May 18, 2026, 12:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a5ea822cc8190825f183896a3e1c4 |
completed | May 18, 2026, 12:34 a.m. |
Created at: April 16, 2026, 7:07 p.m.