Triple
T3892705
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Barrowman |
E88095
|
entity |
| Predicate | televisionRole |
P1668
|
FINISHED |
| Object |
Malcolm Merlyn
Malcolm Merlyn is a primary antagonist and complex antihero in the Arrowverse, best known as the Dark Archer and a recurring nemesis and uneasy ally of Oliver Queen in the TV series "Arrow."
|
E396503
|
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: Malcolm Merlyn | Statement: [John Barrowman, televisionRole, Malcolm Merlyn]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malcolm Merlyn Context triple: [John Barrowman, televisionRole, Malcolm Merlyn]
-
A.
Daniel Grayson
Daniel Grayson is a central character in the TV drama "Revenge," known as the wealthy and conflicted heir of the powerful Grayson family.
-
B.
Anthony Skingsley
Anthony Skingsley was a senior Royal Air Force officer who rose to high command during the late 20th century, overseeing key aspects of the UK's air defense.
-
C.
Talia al Ghul
Talia al Ghul is a key antagonist in DC Comics and related Batman adaptations, known as Ra's al Ghul's daughter who combines lethal combat skills, strategic brilliance, and a complex romantic history with Bruce Wayne.
-
D.
Maxwell Lord
Maxwell Lord is a powerful and morally ambiguous DC Comics businessman and manipulator often associated with the Justice League and Wonder Woman.
-
E.
Morgana Jones
Morgana Jones is a musical artist known for releasing tracks such as “She Believes in Me.”
- 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: Malcolm Merlyn Triple: [John Barrowman, televisionRole, Malcolm Merlyn]
Generated description
Malcolm Merlyn is a primary antagonist and complex antihero in the Arrowverse, best known as the Dark Archer and a recurring nemesis and uneasy ally of Oliver Queen in the TV series "Arrow."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Malcolm Merlyn Target entity description: Malcolm Merlyn is a primary antagonist and complex antihero in the Arrowverse, best known as the Dark Archer and a recurring nemesis and uneasy ally of Oliver Queen in the TV series "Arrow."
-
A.
Daniel Grayson
Daniel Grayson is a central character in the TV drama "Revenge," known as the wealthy and conflicted heir of the powerful Grayson family.
-
B.
Anthony Skingsley
Anthony Skingsley was a senior Royal Air Force officer who rose to high command during the late 20th century, overseeing key aspects of the UK's air defense.
-
C.
Talia al Ghul
Talia al Ghul is a key antagonist in DC Comics and related Batman adaptations, known as Ra's al Ghul's daughter who combines lethal combat skills, strategic brilliance, and a complex romantic history with Bruce Wayne.
-
D.
Maxwell Lord
Maxwell Lord is a powerful and morally ambiguous DC Comics businessman and manipulator often associated with the Justice League and Wonder Woman.
-
E.
Morgana Jones
Morgana Jones is a musical artist known for releasing tracks such as “She Believes in Me.”
- 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_69aed9466d548190939f5217a23ed4ac |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeecce860c8190b16eca2e14f6544f |
completed | March 9, 2026, 3:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b51c96ff648190b03807547930d51d |
completed | March 14, 2026, 8:30 a.m. |
| NEDg | Description generation | batch_69b51d14269881909b75083e3928163a |
completed | March 14, 2026, 8:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b51d73ecd48190881c15ff6e0daea0 |
completed | March 14, 2026, 8:33 a.m. |
Created at: March 9, 2026, 3:21 p.m.