Triple
T12031499
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tyler Perry |
E286419
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
For Better or Worse
For Better or Worse is a television comedy-drama series created by Tyler Perry that follows the turbulent relationships and personal lives of a group of couples.
|
E961389
|
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: For Better or Worse | Statement: [Tyler Perry, notableWork, For Better or Worse]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: For Better or Worse Context triple: [Tyler Perry, notableWork, For Better or Worse]
-
A.
Better and Worse
"Better and Worse" is a song by the band On Purpose.
-
B.
A Better Love
"A Better Love" is a 1991 dance-pop single by British group Londonbeat, known as the follow-up hit to their chart-topping song "I've Been Thinking About You."
-
C.
Shoulda Known Better
"Shoulda Known Better" is a song featured on the album "Unbreakable."
-
D.
Better Than Sex
Better Than Sex is a 2000 Australian romantic comedy film that follows a brief but intense love affair between two strangers who meet at a party in Sydney.
-
E.
Do With Me What You Will
Do With Me What You Will is a 1973 novel by Joyce Carol Oates that explores complex themes of love, power, and moral ambiguity within a troubled marriage and the legal world.
- 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: For Better or Worse Triple: [Tyler Perry, notableWork, For Better or Worse]
Generated description
For Better or Worse is a television comedy-drama series created by Tyler Perry that follows the turbulent relationships and personal lives of a group of couples.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: For Better or Worse Target entity description: For Better or Worse is a television comedy-drama series created by Tyler Perry that follows the turbulent relationships and personal lives of a group of couples.
-
A.
Better and Worse
"Better and Worse" is a song by the band On Purpose.
-
B.
A Better Love
"A Better Love" is a 1991 dance-pop single by British group Londonbeat, known as the follow-up hit to their chart-topping song "I've Been Thinking About You."
-
C.
Shoulda Known Better
"Shoulda Known Better" is a song featured on the album "Unbreakable."
-
D.
Better Than Sex
Better Than Sex is a 2000 Australian romantic comedy film that follows a brief but intense love affair between two strangers who meet at a party in Sydney.
-
E.
Do With Me What You Will
Do With Me What You Will is a 1973 novel by Joyce Carol Oates that explores complex themes of love, power, and moral ambiguity within a troubled marriage and the legal world.
- 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_69d6ab4669e48190b59246358b0383ab |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d903f24490819092ec911d6ed8e24b |
completed | April 10, 2026, 2:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f49d5fd0708190860201a4a8c6fe7c |
completed | May 1, 2026, 12:32 p.m. |
| NEDg | Description generation | batch_69f53d930714819080f92d223d930389 |
completed | May 1, 2026, 11:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f564b826ec819098906cf735e45093 |
completed | May 2, 2026, 2:43 a.m. |
Created at: April 8, 2026, 9:47 p.m.