Triple
T1636940
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Forrest Gump |
E35378
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Steve Starkey
Steve Starkey is an American film producer best known for his longtime collaboration with director Robert Zemeckis on major Hollywood films.
|
E184375
|
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: Steve Starkey | Statement: [Forrest Gump, producer, Steve Starkey]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Steve Starkey Context triple: [Forrest Gump, producer, Steve Starkey]
-
A.
Billy Maharg
Billy Maharg was an American gambler and former baseball player best known for his role as a go-between in the 1919 Black Sox World Series fixing scandal.
-
B.
Greg Sankey
Greg Sankey is an American sports administrator best known as the influential leader of the NCAA’s Southeastern Conference, where he has overseen major developments in college athletics, including conference expansion and playoff reform.
-
C.
John Chancellor
John Chancellor was a prominent American television journalist and news anchor best known for his long tenure as a leading figure in network evening news during the mid-20th century.
-
D.
Jonathan King
Jonathan King is a British singer-songwriter, record producer, and former music industry figure known for his 1960s pop hits and later controversial legal troubles.
-
E.
William Stanier
William Stanier was a prominent British railway engineer best known for designing many of the London, Midland and Scottish Railway’s most successful steam locomotives in the 1930s.
- 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: Steve Starkey Triple: [Forrest Gump, producer, Steve Starkey]
Generated description
Steve Starkey is an American film producer best known for his longtime collaboration with director Robert Zemeckis on major Hollywood films.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Steve Starkey Target entity description: Steve Starkey is an American film producer best known for his longtime collaboration with director Robert Zemeckis on major Hollywood films.
-
A.
Billy Maharg
Billy Maharg was an American gambler and former baseball player best known for his role as a go-between in the 1919 Black Sox World Series fixing scandal.
-
B.
Greg Sankey
Greg Sankey is an American sports administrator best known as the influential leader of the NCAA’s Southeastern Conference, where he has overseen major developments in college athletics, including conference expansion and playoff reform.
-
C.
John Chancellor
John Chancellor was a prominent American television journalist and news anchor best known for his long tenure as a leading figure in network evening news during the mid-20th century.
-
D.
Jonathan King
Jonathan King is a British singer-songwriter, record producer, and former music industry figure known for his 1960s pop hits and later controversial legal troubles.
-
E.
William Stanier
William Stanier was a prominent British railway engineer best known for designing many of the London, Midland and Scottish Railway’s most successful steam locomotives in the 1930s.
- 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_69a886036bc081909ff5de16dbe5e8ea |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a90a192d588190bbfa4693ed787c05 |
completed | March 5, 2026, 4:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad58dbd0608190be207ab2bcdc9eef |
completed | March 8, 2026, 11:09 a.m. |
| NEDg | Description generation | batch_69ad5a625d088190bbacbb69a0569d49 |
completed | March 8, 2026, 11:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad5ae605f88190b5e42d7cf923e9bb |
completed | March 8, 2026, 11:17 a.m. |
Created at: March 4, 2026, 7:28 p.m.