Triple
T12098423
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Haddaway |
E288128
|
entity |
| Predicate | associatedAct |
P37
|
FINISHED |
| Object |
Dee Dee Halligan
Dee Dee Halligan is a German music producer and songwriter best known for co-writing and producing Eurodance hits in the 1990s, including Haddaway’s “What Is Love.”
|
E963333
|
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: Dee Dee Halligan | Statement: [Haddaway, associatedAct, Dee Dee Halligan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dee Dee Halligan Context triple: [Haddaway, associatedAct, Dee Dee Halligan]
-
A.
Samantha Hanratty
Samantha Hanratty is an American actress known for her work in film and television, including her prominent role in the psychological drama series "Yellowjackets."
-
B.
Calley Dakin
Calley Dakin is a central fictional character in Tabitha King and Michael McDowell’s Southern Gothic novel "Candles Burning," around whom much of the story’s mystery and family drama revolves.
-
C.
Deena Jones
Deena Jones is a central character in the musical and film "Dreamgirls," a member of the girl group modeled on The Supremes who rises to lead stardom amid personal and professional conflicts.
-
D.
Bree Davenport
Bree Davenport is a central character in the Disney XD series "Lab Rats," known as a bionic teenager with super speed and a strong, determined personality.
-
E.
Jamie Duggan
Jamie Duggan is a British DJ and music producer best known for his work in the UK bassline and garage scenes.
- 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: Dee Dee Halligan Triple: [Haddaway, associatedAct, Dee Dee Halligan]
Generated description
Dee Dee Halligan is a German music producer and songwriter best known for co-writing and producing Eurodance hits in the 1990s, including Haddaway’s “What Is Love.”
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dee Dee Halligan Target entity description: Dee Dee Halligan is a German music producer and songwriter best known for co-writing and producing Eurodance hits in the 1990s, including Haddaway’s “What Is Love.”
-
A.
Samantha Hanratty
Samantha Hanratty is an American actress known for her work in film and television, including her prominent role in the psychological drama series "Yellowjackets."
-
B.
Calley Dakin
Calley Dakin is a central fictional character in Tabitha King and Michael McDowell’s Southern Gothic novel "Candles Burning," around whom much of the story’s mystery and family drama revolves.
-
C.
Deena Jones
Deena Jones is a central character in the musical and film "Dreamgirls," a member of the girl group modeled on The Supremes who rises to lead stardom amid personal and professional conflicts.
-
D.
Bree Davenport
Bree Davenport is a central character in the Disney XD series "Lab Rats," known as a bionic teenager with super speed and a strong, determined personality.
-
E.
Jamie Duggan
Jamie Duggan is a British DJ and music producer best known for his work in the UK bassline and garage scenes.
- 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_69d6ab4964708190850585628b287b0c |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d9155465388190bbe52453c9b11912 |
completed | April 10, 2026, 3:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f5f6724de481909fe29e3278136ea2 |
completed | May 2, 2026, 1:04 p.m. |
| NEDg | Description generation | batch_69f5fe53d47c8190896a9abf8cc4bc31 |
completed | May 2, 2026, 1:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f5ffc2cfd08190b87eccd3a73afc77 |
completed | May 2, 2026, 1:44 p.m. |
Created at: April 8, 2026, 9:48 p.m.