Triple
T13125506
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Runaway Train |
E311833
|
entity |
| Predicate | castMember |
P1668
|
FINISHED |
| Object |
Kyle T. Heffner
Kyle T. Heffner is an American character actor known for supporting roles in films and television since the 1980s.
|
E1023522
|
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: Kyle T. Heffner | Statement: [Runaway Train, castMember, Kyle T. Heffner]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kyle T. Heffner Context triple: [Runaway Train, castMember, Kyle T. Heffner]
-
A.
Kyle B. O’Boyle
Kyle B. O’Boyle is a comedic UPS delivery man character in the Broadway musical "Legally Blonde," known for his flirtatious charm and memorable entrance.
-
B.
Kevin Burkhardt
Kevin Burkhardt is an American sportscaster best known as a play-by-play announcer and studio host for major MLB and NFL broadcasts on Fox.
-
C.
Jeffrey Heath
Jeffrey Heath is a linguist renowned for his extensive fieldwork and documentation of Dogon and other African languages.
-
D.
Kevin Hageman
Kevin Hageman is an American screenwriter and producer known for his work on animated and family films and television series, including contributions to The Lego Movie franchise.
-
E.
W. Blake Herron
W. Blake Herron was an American screenwriter best known for co-writing the hit espionage thriller film "The Bourne Identity."
- 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: Kyle T. Heffner Triple: [Runaway Train, castMember, Kyle T. Heffner]
Generated description
Kyle T. Heffner is an American character actor known for supporting roles in films and television since the 1980s.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kyle T. Heffner Target entity description: Kyle T. Heffner is an American character actor known for supporting roles in films and television since the 1980s.
-
A.
Kyle B. O’Boyle
Kyle B. O’Boyle is a comedic UPS delivery man character in the Broadway musical "Legally Blonde," known for his flirtatious charm and memorable entrance.
-
B.
Kevin Burkhardt
Kevin Burkhardt is an American sportscaster best known as a play-by-play announcer and studio host for major MLB and NFL broadcasts on Fox.
-
C.
Jeffrey Heath
Jeffrey Heath is a linguist renowned for his extensive fieldwork and documentation of Dogon and other African languages.
-
D.
Kevin Hageman
Kevin Hageman is an American screenwriter and producer known for his work on animated and family films and television series, including contributions to The Lego Movie franchise.
-
E.
W. Blake Herron
W. Blake Herron was an American screenwriter best known for co-writing the hit espionage thriller film "The Bourne Identity."
- 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_69d806a9fe888190b081e2d9ea665d6c |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d9819946808190b41335fb1054accd |
completed | April 10, 2026, 11:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6eade84f881909d5db24bc5c6e072 |
completed | May 3, 2026, 6:27 a.m. |
| NEDg | Description generation | batch_69f6ebfc072c8190a8bcc1548301c5c8 |
completed | May 3, 2026, 6:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6ec901d68819092eb1d8ddf3317fa |
completed | May 3, 2026, 6:34 a.m. |
Created at: April 9, 2026, 9:07 p.m.