Triple
T22768019
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hardcore |
E563178
|
entity |
| Predicate | starring |
P1507
|
FINISHED |
| Object |
Gary Graham
Gary Graham is an American actor best known for his roles in the television series "Alien Nation" and "Star Trek: Enterprise."
|
E1553462
|
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: Gary Graham | Statement: [Hardcore, starring, Gary Graham]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gary Graham Context triple: [Hardcore, starring, Gary Graham]
-
A.
Doug Graham
Doug Graham is a New Zealand politician and lawyer who served as a senior National Party cabinet minister, notably overseeing major legal and Treaty of Waitangi settlement reforms.
-
B.
Jeff Graham
Jeff Graham is an American former NFL wide receiver who played for the Pittsburgh Steelers, Chicago Bears, and several other teams during the 1990s.
-
C.
Michael Graham
Michael Graham is known primarily as the husband of Nikki van der Zyl, the German-born voice actress famous for dubbing many female roles in early James Bond films.
-
D.
Josh Graham
Josh Graham is a visual artist and designer known for creating album artwork and multimedia visuals for prominent rock and metal bands.
-
E.
Jaki Graham
Jaki Graham is a British R&B and soul singer best known for her 1980s hits and powerful vocal performances, including successful covers of classic songs.
- 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: Gary Graham Triple: [Hardcore, starring, Gary Graham]
Generated description
Gary Graham is an American actor best known for his roles in the television series "Alien Nation" and "Star Trek: Enterprise."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gary Graham Target entity description: Gary Graham is an American actor best known for his roles in the television series "Alien Nation" and "Star Trek: Enterprise."
-
A.
Doug Graham
Doug Graham is a New Zealand politician and lawyer who served as a senior National Party cabinet minister, notably overseeing major legal and Treaty of Waitangi settlement reforms.
-
B.
Jeff Graham
Jeff Graham is an American former NFL wide receiver who played for the Pittsburgh Steelers, Chicago Bears, and several other teams during the 1990s.
-
C.
Michael Graham
Michael Graham is known primarily as the husband of Nikki van der Zyl, the German-born voice actress famous for dubbing many female roles in early James Bond films.
-
D.
Josh Graham
Josh Graham is a visual artist and designer known for creating album artwork and multimedia visuals for prominent rock and metal bands.
-
E.
Jaki Graham
Jaki Graham is a British R&B and soul singer best known for her 1980s hits and powerful vocal performances, including successful covers of classic songs.
- 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_69e24552e11c81909c2d61578a558bd7 |
completed | April 17, 2026, 2:36 p.m. |
| NER | Named-entity recognition | batch_69f17a81d3348190b005a43a5e03d406 |
completed | April 29, 2026, 3:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b981f3a1c819083a7d498290af751 |
completed | May 18, 2026, 10:52 p.m. |
| NEDg | Description generation | batch_6a0b98d159688190a5ec037ee8692f33 |
completed | May 18, 2026, 10:55 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b99b6e7e88190995319351374f97c |
completed | May 18, 2026, 10:59 p.m. |
Created at: April 17, 2026, 3:27 p.m.