Triple
T19189802
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heartbeat |
E469801
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
PC Alf Ventress
PC Alf Ventress is a long-serving, laid-back village police constable and comic-relief figure in the British television drama series "Heartbeat."
|
E1362673
|
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: PC Alf Ventress | Statement: [Heartbeat, mainCharacter, PC Alf Ventress]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: PC Alf Ventress Context triple: [Heartbeat, mainCharacter, PC Alf Ventress]
-
A.
General Crix Madine
General Crix Madine is a Rebel Alliance military leader in the Star Wars universe, known for planning key covert operations against the Galactic Empire.
-
B.
Darth Sion
Darth Sion is a Sith Lord from the Star Wars: Knights of the Old Republic II era, infamous for his decaying, pain-sustained body and unyielding devotion to the dark side.
-
C.
Wedge Antilles
Wedge Antilles is a skilled Rebel Alliance starfighter pilot in the Star Wars universe, best known for surviving both Death Star battles and later becoming a general in the New Republic.
-
D.
Prince Xizor
Prince Xizor is a powerful Falleen crime lord and head of the Black Sun syndicate in the Star Wars universe, known for his rivalry with Darth Vader and influence during the Galactic Civil War.
-
E.
Rinzler
Rinzler is a formidable, acrobatic enforcer program and elite combatant in the Tron universe, known for his dual identity and loyalty to the villainous Clu.
- 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: PC Alf Ventress Triple: [Heartbeat, mainCharacter, PC Alf Ventress]
Generated description
PC Alf Ventress is a long-serving, laid-back village police constable and comic-relief figure in the British television drama series "Heartbeat."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: PC Alf Ventress Target entity description: PC Alf Ventress is a long-serving, laid-back village police constable and comic-relief figure in the British television drama series "Heartbeat."
-
A.
General Crix Madine
General Crix Madine is a Rebel Alliance military leader in the Star Wars universe, known for planning key covert operations against the Galactic Empire.
-
B.
Darth Sion
Darth Sion is a Sith Lord from the Star Wars: Knights of the Old Republic II era, infamous for his decaying, pain-sustained body and unyielding devotion to the dark side.
-
C.
Wedge Antilles
Wedge Antilles is a skilled Rebel Alliance starfighter pilot in the Star Wars universe, best known for surviving both Death Star battles and later becoming a general in the New Republic.
-
D.
Prince Xizor
Prince Xizor is a powerful Falleen crime lord and head of the Black Sun syndicate in the Star Wars universe, known for his rivalry with Darth Vader and influence during the Galactic Civil War.
-
E.
Rinzler
Rinzler is a formidable, acrobatic enforcer program and elite combatant in the Tron universe, known for his dual identity and loyalty to the villainous Clu.
- 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_69d8dd0ad9088190a173b32657ae2e7a |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5f8a16e20819080baa5112f000b41 |
completed | April 20, 2026, 9:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a06f8bc2b70819094e8f7090798fdad |
completed | May 15, 2026, 10:43 a.m. |
| NEDg | Description generation | batch_6a06f997ec9481908db1cbb6fdfec973 |
completed | May 15, 2026, 10:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a06fa2013508190b014d0c899dd86e4 |
completed | May 15, 2026, 10:49 a.m. |
Created at: April 10, 2026, 12:07 p.m.