Triple
T14757795
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Herbert Ross |
E346774
|
entity |
| Predicate | directed |
P7373
|
FINISHED |
| Object |
Undercover Blues
Undercover Blues is a 1993 action-comedy film about married ex-spies juggling parenthood and espionage during a vacation in New Orleans.
|
E1118490
|
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: Undercover Blues | Statement: [Herbert Ross, directed, Undercover Blues]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Undercover Blues Context triple: [Herbert Ross, directed, Undercover Blues]
-
A.
Undercover Agent for the Blues
"Undercover Agent for the Blues" is a song by Tom Waits, known for its noirish, blues-infused style and vivid storytelling.
-
B.
Undercovers
Undercovers is an American action-spy television series created by J.J. Abrams that follows a married couple who are reactivated as CIA agents.
-
C.
Undercover
Undercover is a British television drama series that follows a lawyer uncovering shocking secrets about her husband and the justice system.
-
D.
Undercover
Undercover is a 1983 studio album by The Rolling Stones that blends rock with then-contemporary dance and new wave influences.
-
E.
Undercover
Undercover is a book by former CIA officer and Watergate conspirator E. Howard Hunt, detailing his experiences in espionage and covert operations.
- 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: Undercover Blues Triple: [Herbert Ross, directed, Undercover Blues]
Generated description
Undercover Blues is a 1993 action-comedy film about married ex-spies juggling parenthood and espionage during a vacation in New Orleans.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Undercover Blues Target entity description: Undercover Blues is a 1993 action-comedy film about married ex-spies juggling parenthood and espionage during a vacation in New Orleans.
-
A.
Undercover Agent for the Blues
"Undercover Agent for the Blues" is a song by Tom Waits, known for its noirish, blues-infused style and vivid storytelling.
-
B.
Undercovers
Undercovers is an American action-spy television series created by J.J. Abrams that follows a married couple who are reactivated as CIA agents.
-
C.
Undercover
Undercover is a 1983 studio album by The Rolling Stones that blends rock with then-contemporary dance and new wave influences.
-
D.
Undercover
Undercover is a book by former CIA officer and Watergate conspirator E. Howard Hunt, detailing his experiences in espionage and covert operations.
-
E.
Undercover
Undercover is a British television drama series that follows a lawyer uncovering shocking secrets about her husband and the justice system.
- 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_69d822e8896c819091169882f9b20486 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69dec7f0f5a48190af008352c26574d7 |
completed | April 14, 2026, 11:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe0ced0e2c8190a13e3b43e4d35560 |
completed | May 8, 2026, 4:18 p.m. |
| NEDg | Description generation | batch_69fe15f78180819088c7be010ef27029 |
completed | May 8, 2026, 4:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe165c1f188190963f9b78272f41f7 |
completed | May 8, 2026, 4:59 p.m. |
Created at: April 10, 2026, 1:30 a.m.