Triple
T17587729
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James J. Heckman |
E428367
|
entity |
| Predicate | hasDoctoralStudent |
P20123
|
FINISHED |
| Object |
Edward Vytlacil
Edward Vytlacil is an American econometrician known for his work on treatment effects, policy evaluation, and the development of econometric methods, and for being a prominent student and collaborator of Nobel laureate James J. Heckman.
|
E1283166
|
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: Edward Vytlacil | Statement: [James J. Heckman, hasDoctoralStudent, Edward Vytlacil]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Edward Vytlacil Context triple: [James J. Heckman, hasDoctoralStudent, Edward Vytlacil]
-
A.
Philip Hulitar
Philip Hulitar was an American fashion designer and philanthropist known for his elegant couture work and for supporting the arts, including through the sculpture garden that bears his name.
-
B.
Jeremy Rytky
Jeremy Rytky is an American attorney best known as the former husband of actress Andrea Barber, who played Kimmy Gibbler on the sitcom "Full House" and its sequel "Fuller House."
-
C.
Louis Svitek
Louis Svitek is an American guitarist best known for his work in industrial metal, including his tenure with the band Ministry and contributions to various other heavy music projects.
-
D.
John Kundla
John Kundla was a Hall of Fame American basketball coach best known for leading the Minneapolis Lakers to multiple early NBA championships.
-
E.
David Burtka
David Burtka is an American actor and professional chef known for his work on stage and screen and for his long-term relationship and marriage to Neil Patrick Harris.
- 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: Edward Vytlacil Triple: [James J. Heckman, hasDoctoralStudent, Edward Vytlacil]
Generated description
Edward Vytlacil is an American econometrician known for his work on treatment effects, policy evaluation, and the development of econometric methods, and for being a prominent student and collaborator of Nobel laureate James J. Heckman.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Edward Vytlacil Target entity description: Edward Vytlacil is an American econometrician known for his work on treatment effects, policy evaluation, and the development of econometric methods, and for being a prominent student and collaborator of Nobel laureate James J. Heckman.
-
A.
Philip Hulitar
Philip Hulitar was an American fashion designer and philanthropist known for his elegant couture work and for supporting the arts, including through the sculpture garden that bears his name.
-
B.
Jeremy Rytky
Jeremy Rytky is an American attorney best known as the former husband of actress Andrea Barber, who played Kimmy Gibbler on the sitcom "Full House" and its sequel "Fuller House."
-
C.
Louis Svitek
Louis Svitek is an American guitarist best known for his work in industrial metal, including his tenure with the band Ministry and contributions to various other heavy music projects.
-
D.
John Kundla
John Kundla was a Hall of Fame American basketball coach best known for leading the Minneapolis Lakers to multiple early NBA championships.
-
E.
David Burtka
David Burtka is an American actor and professional chef known for his work on stage and screen and for his long-term relationship and marriage to Neil Patrick Harris.
- 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_69d889e1030481909950e140c63255b9 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e469e41bf08190963848f1597b6e9f |
completed | April 19, 2026, 5:36 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a022314ba048190b9f85d578e148161 |
completed | May 11, 2026, 6:42 p.m. |
| NEDg | Description generation | batch_6a02266f61308190b263acc094d91a5b |
completed | May 11, 2026, 6:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0227289a5c8190b2aa7e0a6b7bff54 |
completed | May 11, 2026, 6:59 p.m. |
Created at: April 10, 2026, 5:51 a.m.