Triple
T19648328
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Take Back the Night |
E471738
|
entity |
| Predicate | nextSingle |
P25313
|
FINISHED |
| Object |
TKO
"TKO" is a pop song by Justin Timberlake from his 2013 album "The 20/20 Experience – 2 of 2."
|
E471739
|
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: TKO | Statement: [Take Back the Night, nextSingle, TKO]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: TKO Context triple: [Take Back the Night, nextSingle, TKO]
-
A.
TKO
TKO is the stock ticker symbol for TKO Group Holdings, the publicly traded parent company formed by the merger of WWE and UFC under Endeavor.
-
B.
TKO
"TKO" is a politically charged electroclash song by the feminist punk band Le Tigre, known for its danceable beats and sharp, socially conscious lyrics.
-
C.
TKO
"TKO" is a 2013 R&B/pop single by Justin Timberlake from his album "The 20/20 Experience – 2 of 2."
-
D.
TKO (The Knock Out)
TKO (The Knock Out) is a studio album by American singer Mýa that showcases her blend of R&B, soul, and contemporary urban sounds.
-
E.
TKQ
TKQ is the IATA airport code for Kigoma Airport in western Tanzania, serving the town of Kigoma on Lake Tanganyika.
- 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: TKO Triple: [Take Back the Night, nextSingle, TKO]
Generated description
"TKO" is a pop song by Justin Timberlake from his 2013 album "The 20/20 Experience – 2 of 2."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: TKO Target entity description: "TKO" is a pop song by Justin Timberlake from his 2013 album "The 20/20 Experience – 2 of 2."
-
A.
TKO
chosen
"TKO" is a 2013 R&B/pop single by Justin Timberlake from his album "The 20/20 Experience – 2 of 2."
-
B.
TKO
TKO is the stock ticker symbol for TKO Group Holdings, the publicly traded parent company formed by the merger of WWE and UFC under Endeavor.
-
C.
TKO
"TKO" is a politically charged electroclash song by the feminist punk band Le Tigre, known for its danceable beats and sharp, socially conscious lyrics.
-
D.
TKO (The Knock Out)
TKO (The Knock Out) is a studio album by American singer Mýa that showcases her blend of R&B, soul, and contemporary urban sounds.
-
E.
TKQ
TKQ is the IATA airport code for Kigoma Airport in western Tanzania, serving the town of Kigoma on Lake Tanganyika.
- F. None of above.
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_69d8e51395348190ac1416d46dfc6db0 |
completed | April 10, 2026, 11:54 a.m. |
| NER | Named-entity recognition | batch_69e64126cea88190a1a6929f46de4686 |
completed | April 20, 2026, 3:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a077eeced6881909429563193fd71d1 |
completed | May 15, 2026, 8:15 p.m. |
| NEDg | Description generation | batch_6a0783867f148190aaca0d1522689e3c |
completed | May 15, 2026, 8:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0784a7dba88190857275f577b5cc7c |
completed | May 15, 2026, 8:40 p.m. |
Created at: April 10, 2026, 1:44 p.m.