Triple
T22090579
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Boyd Crowder |
E545901
|
entity |
| Predicate | firstAppearance |
P795
|
FINISHED |
| Object |
Justified season 1 episode “Fire in the Hole”
"Fire in the Hole" is the pilot episode of the television series Justified, introducing U.S. Marshal Raylan Givens and setting up the show's crime drama in Harlan County, Kentucky.
|
E1517822
|
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: Justified season 1 episode “Fire in the Hole” | Statement: [Boyd Crowder, firstAppearance, Justified season 1 episode “Fire in the Hole”]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Justified season 1 episode “Fire in the Hole” Context triple: [Boyd Crowder, firstAppearance, Justified season 1 episode “Fire in the Hole”]
-
A.
Season 1 of The Shield
Season 1 of The Shield is the debut season of the gritty crime drama series that introduces the corrupt yet charismatic Strike Team and sets the tone for the show's intense, morally complex storytelling.
-
B.
The Walking Dead, Season 1, Episode 2 "Guts"
"Guts" is the second episode of The Walking Dead’s first season, following Rick Grimes as he joins a group of survivors in Atlanta and introduces the volatile character Merle Dixon.
-
C.
The Last of Us, Season 1, Episode 1 "When You're Lost in the Darkness"
"When You're Lost in the Darkness" is the series premiere of HBO's post-apocalyptic drama The Last of Us, introducing the world devastated by a fungal pandemic and setting up the central relationship between smuggler Joel and teenager Ellie.
-
D.
Sons of Anarchy Season 1 Episode 1
"Sons of Anarchy" Season 1 Episode 1 is the series pilot that introduces the outlaw motorcycle club in Charming, California, and sets up Jax Teller’s internal conflict between his criminal life and his late father's more idealistic vision for the club.
-
E.
Breaking Bad, Season 1, Episode 1 "Pilot"
"Breaking Bad, Season 1, Episode 1 'Pilot' is the series-opening episode that introduces high school chemistry teacher Walter White and sets in motion his transformation into a methamphetamine manufacturer."
- 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: Justified season 1 episode “Fire in the Hole” Triple: [Boyd Crowder, firstAppearance, Justified season 1 episode “Fire in the Hole”]
Generated description
"Fire in the Hole" is the pilot episode of the television series Justified, introducing U.S. Marshal Raylan Givens and setting up the show's crime drama in Harlan County, Kentucky.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Justified season 1 episode “Fire in the Hole” Target entity description: "Fire in the Hole" is the pilot episode of the television series Justified, introducing U.S. Marshal Raylan Givens and setting up the show's crime drama in Harlan County, Kentucky.
-
A.
Season 1 of The Shield
Season 1 of The Shield is the debut season of the gritty crime drama series that introduces the corrupt yet charismatic Strike Team and sets the tone for the show's intense, morally complex storytelling.
-
B.
The Walking Dead, Season 1, Episode 2 "Guts"
"Guts" is the second episode of The Walking Dead’s first season, following Rick Grimes as he joins a group of survivors in Atlanta and introduces the volatile character Merle Dixon.
-
C.
The Last of Us, Season 1, Episode 1 "When You're Lost in the Darkness"
"When You're Lost in the Darkness" is the series premiere of HBO's post-apocalyptic drama The Last of Us, introducing the world devastated by a fungal pandemic and setting up the central relationship between smuggler Joel and teenager Ellie.
-
D.
Sons of Anarchy Season 1 Episode 1
"Sons of Anarchy" Season 1 Episode 1 is the series pilot that introduces the outlaw motorcycle club in Charming, California, and sets up Jax Teller’s internal conflict between his criminal life and his late father's more idealistic vision for the club.
-
E.
Breaking Bad, Season 1, Episode 1 "Pilot"
"Breaking Bad, Season 1, Episode 1 'Pilot' is the series-opening episode that introduces high school chemistry teacher Walter White and sets in motion his transformation into a methamphetamine manufacturer."
- 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_69e11e36d03c8190a83a1ba802b7231b |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f128e53dfc81909858cdad8b09c5fb |
completed | April 28, 2026, 9:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a8799ebc48190b39cd8a5052ce126 |
completed | May 18, 2026, 3:29 a.m. |
| NEDg | Description generation | batch_6a0a890c64708190bf74c5c97b99bac9 |
completed | May 18, 2026, 3:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a89b055708190872548cefcfa0845 |
completed | May 18, 2026, 3:38 a.m. |
Created at: April 16, 2026, 8:29 p.m.