Triple
T23236388
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Irving Shulman |
E581308
|
entity |
| Predicate | wrote |
P2831
|
FINISHED |
| Object |
The Big Brokers
The Big Brokers is a crime novel by Irving Shulman that delves into the gritty world of organized crime and the power struggles within it.
|
E1578930
|
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: The Big Brokers | Statement: [Irving Shulman, wrote, The Big Brokers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Big Brokers Context triple: [Irving Shulman, wrote, The Big Brokers]
-
A.
The Broker
The Broker is a legal thriller novel by John Grisham that follows a pardoned Washington power broker entangled in international espionage and political intrigue.
-
B.
The Broker’s Den
The Broker’s Den is a bustling commercial hub in Oribos where the enigmatic Brokers conduct trade, auctions, and various mercantile dealings in World of Warcraft: Shadowlands.
-
C.
The Big Money
The Big Money is a 1936 novel by John Dos Passos, best known as the third volume of his U.S.A. trilogy, which critiques American capitalism and society in the early 20th century through experimental narrative techniques.
-
D.
The Big Money
The Big Money is a 1958 British crime comedy film in which Jennifer Jayne appears alongside Ian Carmichael and Belinda Lee.
-
E.
The Broker's Man
The Broker's Man is a British television drama series about an ex-detective who investigates insurance fraud cases.
- 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: The Big Brokers Triple: [Irving Shulman, wrote, The Big Brokers]
Generated description
The Big Brokers is a crime novel by Irving Shulman that delves into the gritty world of organized crime and the power struggles within it.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Big Brokers Target entity description: The Big Brokers is a crime novel by Irving Shulman that delves into the gritty world of organized crime and the power struggles within it.
-
A.
The Broker
The Broker is a legal thriller novel by John Grisham that follows a pardoned Washington power broker entangled in international espionage and political intrigue.
-
B.
The Broker’s Den
The Broker’s Den is a bustling commercial hub in Oribos where the enigmatic Brokers conduct trade, auctions, and various mercantile dealings in World of Warcraft: Shadowlands.
-
C.
The Big Money
The Big Money is a 1936 novel by John Dos Passos, best known as the third volume of his U.S.A. trilogy, which critiques American capitalism and society in the early 20th century through experimental narrative techniques.
-
D.
The Big Money
The Big Money is a 1958 British crime comedy film in which Jennifer Jayne appears alongside Ian Carmichael and Belinda Lee.
-
E.
The Broker's Man
The Broker's Man is a British television drama series about an ex-detective who investigates insurance fraud cases.
- 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_69e2460556f88190be1744a84a84173f |
completed | April 17, 2026, 2:39 p.m. |
| NER | Named-entity recognition | batch_69f192e98dec8190a23385600bed9ae0 |
completed | April 29, 2026, 5:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c3f5c2004819086c7e7c629e33b67 |
completed | May 19, 2026, 10:45 a.m. |
| NEDg | Description generation | batch_6a0c4028b44c8190bde6e2c76b5f1587 |
completed | May 19, 2026, 10:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c4367753c8190a4f6dbf2afd12b76 |
completed | May 19, 2026, 11:03 a.m. |
Created at: April 17, 2026, 4:09 p.m.