Triple
T7927023
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heidi Klum |
E184090
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Ric Pipino
Ric Pipino is an Australian-born celebrity hairstylist known for his work in fashion and entertainment and for his former marriage to supermodel Heidi Klum.
|
E700287
|
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: Ric Pipino | Statement: [Heidi Klum, spouse, Ric Pipino]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ric Pipino Context triple: [Heidi Klum, spouse, Ric Pipino]
-
A.
Randolph Driblette
Randolph Driblette is a reclusive, visionary theater director and actor in Thomas Pynchon’s novel *The Crying of Lot 49*, whose enigmatic production of the play *The Courier’s Tragedy* deepens the book’s themes of conspiracy and interpretation.
-
B.
Joe Nipote
Joe Nipote is an American actor and comedian best known for his voice and character roles in film and television, including work in the 1995 movie "Casper."
-
C.
Billy Bickle
Billy Bickle is a volatile yet oddly endearing dog-kidnapper and best friend to the protagonist in the dark comedy crime film "Seven Psychopaths."
-
D.
Paulie Bleeker
Paulie Bleeker is a shy, sweet-natured high school track athlete and the awkward love interest of the title character in the film "Juno."
-
E.
Joe Palooka
Joe Palooka is a fictional heavyweight boxing champion and good-natured everyman who starred in a long-running American comic strip and related media.
- 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: Ric Pipino Triple: [Heidi Klum, spouse, Ric Pipino]
Generated description
Ric Pipino is an Australian-born celebrity hairstylist known for his work in fashion and entertainment and for his former marriage to supermodel Heidi Klum.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ric Pipino Target entity description: Ric Pipino is an Australian-born celebrity hairstylist known for his work in fashion and entertainment and for his former marriage to supermodel Heidi Klum.
-
A.
Randolph Driblette
Randolph Driblette is a reclusive, visionary theater director and actor in Thomas Pynchon’s novel *The Crying of Lot 49*, whose enigmatic production of the play *The Courier’s Tragedy* deepens the book’s themes of conspiracy and interpretation.
-
B.
Joe Nipote
Joe Nipote is an American actor and comedian best known for his voice and character roles in film and television, including work in the 1995 movie "Casper."
-
C.
Billy Bickle
Billy Bickle is a volatile yet oddly endearing dog-kidnapper and best friend to the protagonist in the dark comedy crime film "Seven Psychopaths."
-
D.
Paulie Bleeker
Paulie Bleeker is a shy, sweet-natured high school track athlete and the awkward love interest of the title character in the film "Juno."
-
E.
Joe Palooka
Joe Palooka is a fictional heavyweight boxing champion and good-natured everyman who starred in a long-running American comic strip and related media.
- 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_69ca828fe7bc819090f52c88dcd72183 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb3aafdb5c8190b7f2ce5349305f78 |
completed | March 31, 2026, 3:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb5bfd08e88190bc6b2d77a148ae57 |
completed | March 31, 2026, 5:30 a.m. |
| NEDg | Description generation | batch_69cb7633c5a0819089deb6e89d9acb8e |
completed | March 31, 2026, 7:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cbb84dc86c8190893d67ce07c51aa0 |
completed | March 31, 2026, 12:04 p.m. |
Created at: March 30, 2026, 5:07 p.m.