Triple
T123139
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ron Howard |
E2488
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Arrested Development
Arrested Development is a critically acclaimed American television sitcom known for its ensemble cast, layered running gags, and mockumentary-style storytelling about the dysfunctional Bluth family.
|
E14250
|
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: Arrested Development | Statement: [Ron Howard, notableWork, Arrested Development]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arrested Development Context triple: [Ron Howard, notableWork, Arrested Development]
-
A.
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.
-
B.
The Cleveland Show
The Cleveland Show is an animated sitcom and spin-off of Family Guy that follows Cleveland Brown and his new family in the fictional town of Stoolbend, Virginia.
-
C.
American Dad!
American Dad! is an animated television sitcom that satirically follows the absurd adventures of CIA agent Stan Smith and his eccentric family in the fictional town of Langley Falls, Virginia.
-
D.
Friends
Friends, formally known as the Religious Society of Friends, is a Christian-rooted religious movement best known for its Quaker tradition emphasizing inner spiritual experience, pacifism, and social justice.
-
E.
Family Guy
Family Guy is an animated sitcom known for its cutaway gags, satirical humor, and focus on the dysfunctional Griffin family in the fictional town of Quahog, Rhode Island.
- 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: Arrested Development Triple: [Ron Howard, notableWork, Arrested Development]
Generated description
Arrested Development is a critically acclaimed American television sitcom known for its ensemble cast, layered running gags, and mockumentary-style storytelling about the dysfunctional Bluth family.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Arrested Development Target entity description: Arrested Development is a critically acclaimed American television sitcom known for its ensemble cast, layered running gags, and mockumentary-style storytelling about the dysfunctional Bluth family.
-
A.
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.
-
B.
The Cleveland Show
The Cleveland Show is an animated sitcom and spin-off of Family Guy that follows Cleveland Brown and his new family in the fictional town of Stoolbend, Virginia.
-
C.
American Dad!
American Dad! is an animated television sitcom that satirically follows the absurd adventures of CIA agent Stan Smith and his eccentric family in the fictional town of Langley Falls, Virginia.
-
D.
Friends
Friends, formally known as the Religious Society of Friends, is a Christian-rooted religious movement best known for its Quaker tradition emphasizing inner spiritual experience, pacifism, and social justice.
-
E.
Family Guy
Family Guy is an animated sitcom known for its cutaway gags, satirical humor, and focus on the dysfunctional Griffin family in the fictional town of Quahog, Rhode Island.
- 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_69a251b54ea88190b18281669f59b4c0 |
completed | Feb. 28, 2026, 2:23 a.m. |
| NER | Named-entity recognition | batch_69a2573b4e7481909ee09d2899f8a74b |
completed | Feb. 28, 2026, 2:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a29e494ef08190b8c5b5f8d52251c8 |
completed | Feb. 28, 2026, 7:50 a.m. |
| NEDg | Description generation | batch_69a29eb86f5c819081da2fd6275d6f78 |
completed | Feb. 28, 2026, 7:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a2a04c4cc88190b8741fa48a158dc2 |
completed | Feb. 28, 2026, 7:59 a.m. |
Created at: Feb. 28, 2026, 2:27 a.m.