Triple
T7072585
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Walking Dead: World Beyond |
E164733
|
entity |
| Predicate | starredActor |
P5563
|
FINISHED |
| Object |
Hal Cumpston
Hal Cumpston is an Australian actor best known for his role in the television series "The Walking Dead: World Beyond."
|
E652851
|
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: Hal Cumpston | Statement: [The Walking Dead: World Beyond, starredActor, Hal Cumpston]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hal Cumpston Context triple: [The Walking Dead: World Beyond, starredActor, Hal Cumpston]
-
A.
Alan Howarth
Alan Howarth is an American composer and sound designer best known for co-creating and expanding the iconic synthesizer-driven scores of many John Carpenter horror and science fiction films.
-
B.
Alex Hannum
Alex Hannum was an American professional basketball coach and former player best known for leading multiple teams, including the St. Louis Hawks and Philadelphia 76ers, to NBA championships.
-
C.
Ben Hanscom
Ben Hanscom is one of the central members of the Losers' Club in Stephen King's horror novel "It," known for his intelligence, kindness, and pivotal role in confronting the creature terrorizing Derry.
-
D.
Max Dennison
Max Dennison is the skeptical teenage protagonist of the Halloween-themed fantasy film "Hocus Pocus," whose actions accidentally resurrect three witches in Salem.
-
E.
Greg Gilmore
Greg Gilmore is an American rock drummer best known for his work with the late-1980s Seattle band Mother Love Bone, a key precursor to the grunge movement.
- 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: Hal Cumpston Triple: [The Walking Dead: World Beyond, starredActor, Hal Cumpston]
Generated description
Hal Cumpston is an Australian actor best known for his role in the television series "The Walking Dead: World Beyond."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hal Cumpston Target entity description: Hal Cumpston is an Australian actor best known for his role in the television series "The Walking Dead: World Beyond."
-
A.
Alan Howarth
Alan Howarth is an American composer and sound designer best known for co-creating and expanding the iconic synthesizer-driven scores of many John Carpenter horror and science fiction films.
-
B.
Alex Hannum
Alex Hannum was an American professional basketball coach and former player best known for leading multiple teams, including the St. Louis Hawks and Philadelphia 76ers, to NBA championships.
-
C.
Ben Hanscom
Ben Hanscom is one of the central members of the Losers' Club in Stephen King's horror novel "It," known for his intelligence, kindness, and pivotal role in confronting the creature terrorizing Derry.
-
D.
Max Dennison
Max Dennison is the skeptical teenage protagonist of the Halloween-themed fantasy film "Hocus Pocus," whose actions accidentally resurrect three witches in Salem.
-
E.
Greg Gilmore
Greg Gilmore is an American rock drummer best known for his work with the late-1980s Seattle band Mother Love Bone, a key precursor to the grunge movement.
- 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_69c6887b96548190a8a9b3ac8adf4119 |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e4cb76548190bd98876f8ba925b7 |
completed | March 27, 2026, 8:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7dafcc8b4819080c962d109381a69 |
completed | March 28, 2026, 1:43 p.m. |
| NEDg | Description generation | batch_69c7dbd350a08190aa34ada9ba8d39ce |
completed | March 28, 2026, 1:46 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7dc7cb2d48190a40523eb7b03a9ef |
completed | March 28, 2026, 1:49 p.m. |
Created at: March 27, 2026, 2:39 p.m.