Triple
T4977335
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jung Jae-il |
E111799
|
entity |
| Predicate | workedOn |
P3
|
FINISHED |
| Object |
Broker
Broker is a 2022 South Korean drama film directed by Hirokazu Kore-eda that explores unconventional family bonds formed around a baby box and the people who become entangled with it.
|
E485589
|
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: Broker | Statement: [Jung Jae-il, workedOn, Broker]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Broker Context triple: [Jung Jae-il, workedOn, Broker]
-
A.
Merchant
Merchant is a shrewd, status-conscious businessman and storyteller in Geoffrey Chaucer’s The Canterbury Tales, known for his cynical views on marriage and concern with profit and appearance.
-
B.
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.
-
C.
Commercy
Commercy is a small town in northeastern France best known for its madeleine pastries and its role as an administrative center in the Meuse department.
-
D.
Trainer
Trainer is a TensorFlow Extended component responsible for training machine learning models within end-to-end ML pipelines.
-
E.
Marchand
Marchand is the surname of American rapper and actress Foxy Brown, whose full name is Inga DeCarlo Fung Marchand.
- 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: Broker Triple: [Jung Jae-il, workedOn, Broker]
Generated description
Broker is a 2022 South Korean drama film directed by Hirokazu Kore-eda that explores unconventional family bonds formed around a baby box and the people who become entangled with it.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Broker Target entity description: Broker is a 2022 South Korean drama film directed by Hirokazu Kore-eda that explores unconventional family bonds formed around a baby box and the people who become entangled with it.
-
A.
Merchant
Merchant is a shrewd, status-conscious businessman and storyteller in Geoffrey Chaucer’s The Canterbury Tales, known for his cynical views on marriage and concern with profit and appearance.
-
B.
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.
-
C.
Commercy
Commercy is a small town in northeastern France best known for its madeleine pastries and its role as an administrative center in the Meuse department.
-
D.
Trainer
Trainer is a TensorFlow Extended component responsible for training machine learning models within end-to-end ML pipelines.
-
E.
Marchand
Marchand is the surname of American rapper and actress Foxy Brown, whose full name is Inga DeCarlo Fung Marchand.
- 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_69bd441adc208190b70a033a0741d01e |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd7231448c8190a5d0a5135a9cfdf1 |
completed | March 20, 2026, 4:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be8a0634b48190acb4a1834f5647cf |
completed | March 21, 2026, 12:07 p.m. |
| NEDg | Description generation | batch_69be8a9c72848190978797a33d0d83c8 |
completed | March 21, 2026, 12:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69be8b3718288190b2fc319fdad0a7c0 |
completed | March 21, 2026, 12:12 p.m. |
Created at: March 20, 2026, 1:33 p.m.