Triple
T22504072
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Saatchi & Saatchi |
E556343
|
entity |
| Predicate | hasKeyPerson |
P256
|
FINISHED |
| Object |
Justin Billingsley
Justin Billingsley is a global marketing and advertising executive known for senior leadership roles at major agencies, including Saatchi & Saatchi.
|
E1540617
|
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: Justin Billingsley | Statement: [Saatchi & Saatchi, hasKeyPerson, Justin Billingsley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Justin Billingsley Context triple: [Saatchi & Saatchi, hasKeyPerson, Justin Billingsley]
-
A.
Austin Dempster
Austin Dempster is a cinematographer best known for his work on the fantasy-comedy film "Bedazzled."
-
B.
Tyson Ross
Tyson Ross is an American former Major League Baseball pitcher known for his time with the San Diego Padres and his effective slider.
-
C.
Yu Darvish
Yu Darvish is a Japanese professional baseball pitcher known for his dominant performances in both Nippon Professional Baseball and Major League Baseball, as well as his key role in international competitions.
-
D.
Ryne Stanek
Ryne Stanek is an American professional baseball pitcher known for his high-velocity fastball and for serving as an opener and reliever in Major League Baseball.
-
E.
Chad Billingsley
Chad Billingsley is a former Major League Baseball right-handed pitcher best known for his successful tenure with the Los Angeles Dodgers in the late 2000s.
- 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: Justin Billingsley Triple: [Saatchi & Saatchi, hasKeyPerson, Justin Billingsley]
Generated description
Justin Billingsley is a global marketing and advertising executive known for senior leadership roles at major agencies, including Saatchi & Saatchi.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Justin Billingsley Target entity description: Justin Billingsley is a global marketing and advertising executive known for senior leadership roles at major agencies, including Saatchi & Saatchi.
-
A.
Austin Dempster
Austin Dempster is a cinematographer best known for his work on the fantasy-comedy film "Bedazzled."
-
B.
Tyson Ross
Tyson Ross is an American former Major League Baseball pitcher known for his time with the San Diego Padres and his effective slider.
-
C.
Yu Darvish
Yu Darvish is a Japanese professional baseball pitcher known for his dominant performances in both Nippon Professional Baseball and Major League Baseball, as well as his key role in international competitions.
-
D.
Ryne Stanek
Ryne Stanek is an American professional baseball pitcher known for his high-velocity fastball and for serving as an opener and reliever in Major League Baseball.
-
E.
Chad Billingsley
Chad Billingsley is a former Major League Baseball right-handed pitcher best known for his successful tenure with the Los Angeles Dodgers in the late 2000s.
- 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_69e11e555edc81909ca803587dafd747 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15d5ac5808190a66f9111c350f4dc |
completed | April 29, 2026, 1:22 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b17e860888190b5c74df43a9890e9 |
completed | May 18, 2026, 1:45 p.m. |
| NEDg | Description generation | batch_6a0b18ad4f608190a6947aeb790d8be7 |
completed | May 18, 2026, 1:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b1979fe088190a06edb086d6b2b46 |
completed | May 18, 2026, 1:51 p.m. |
Created at: April 16, 2026, 8:50 p.m.