Triple
T3630195
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Louis C.K. |
E76934
|
entity |
| Predicate | releasedSpecial |
P49658
|
FINISHED |
| Object |
Shameless
Shameless is a stand-up comedy special by Louis C.K. known for its dark, brutally honest, and self-deprecating humor.
|
E374582
|
NE FINISHED |
How this triple was built (5 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: Shameless | Statement: [Louis C.K., releasedSpecial, Shameless]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shameless Context triple: [Louis C.K., releasedSpecial, Shameless]
-
A.
Shameless
Shameless is a dark comedy-drama television series that follows the chaotic lives of the dysfunctional Gallagher family as they navigate poverty, addiction, and relationships with irreverent humor.
-
B.
It's Always Sunny in Philadelphia
It's Always Sunny in Philadelphia is a long-running American sitcom that follows a group of self-centered friends who run a failing Irish bar and engage in increasingly outrageous and morally questionable schemes.
-
C.
Six Feet Under
Six Feet Under is a critically acclaimed HBO drama series that follows a family-run funeral home while exploring themes of mortality, grief, and family dynamics.
-
D.
This Is Us
This Is Us is an American television drama series that follows the intertwined lives of the Pearson family across multiple timelines, exploring themes of love, loss, and identity.
-
E.
Life as a House
Life as a House is a 2001 American drama film about a terminally ill man who attempts to rebuild both his dilapidated house and his fractured relationship with his son.
- 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: Shameless Triple: [Louis C.K., releasedSpecial, Shameless]
Generated description
Shameless is a stand-up comedy special by Louis C.K. known for its dark, brutally honest, and self-deprecating humor.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shameless Target entity description: Shameless is a stand-up comedy special by Louis C.K. known for its dark, brutally honest, and self-deprecating humor.
-
A.
Shameless
Shameless is a dark comedy-drama television series that follows the chaotic lives of the dysfunctional Gallagher family as they navigate poverty, addiction, and relationships with irreverent humor.
-
B.
It's Always Sunny in Philadelphia
It's Always Sunny in Philadelphia is a long-running American sitcom that follows a group of self-centered friends who run a failing Irish bar and engage in increasingly outrageous and morally questionable schemes.
-
C.
Six Feet Under
Six Feet Under is a critically acclaimed HBO drama series that follows a family-run funeral home while exploring themes of mortality, grief, and family dynamics.
-
D.
This Is Us
This Is Us is an American television drama series that follows the intertwined lives of the Pearson family across multiple timelines, exploring themes of love, loss, and identity.
-
E.
Life as a House
Life as a House is a 2001 American drama film about a terminally ill man who attempts to rebuild both his dilapidated house and his fractured relationship with his son.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: releasedSpecial Context triple: [Louis C.K., releasedSpecial, Shameless]
-
A.
releasedFor
Indicates that something has been made available or authorized for public use, distribution, or access.
-
B.
releasedDuring
Indicates that one entity was released within the time period defined by another entity.
-
C.
releaseOf
Indicates the act or event of something being set free, made available, or discharged from a prior state of containment, control, or restriction.
-
D.
releaseType
Indicates the kind or category of a release event or version associated with an entity.
-
E.
releaseStatus
Indicates the current state or phase of an item’s release process (e.g., planned, in progress, or completed).
- F. None of above. chosen
Provenance (7 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_69ad85dc03948190b35b7189e4175bcc |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc300223881909019982ebf194f78 |
completed | March 8, 2026, 6:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b43328931881908bd92cb32a366e93 |
completed | March 13, 2026, 3:54 p.m. |
| NEDg | Description generation | batch_69b433a037588190a0629defe365515d |
completed | March 13, 2026, 3:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b437493384819084a7213fe754526b |
completed | March 13, 2026, 4:11 p.m. |
| PD | Predicate disambiguation | batch_69adb8410a5881909c94818d7060b2b0 |
completed | March 8, 2026, 5:56 p.m. |
| PDg | Predicate description generation | batch_69adb902e61c81908f10494f828e260f |
completed | March 8, 2026, 5:59 p.m. |
Created at: March 8, 2026, 3:23 p.m.