Triple
T13969187
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Geri Halliwell-Horner |
E336008
|
entity |
| Predicate | birthName |
P65
|
FINISHED |
| Object |
Geraldine Estelle Halliwell
Geraldine Estelle Halliwell, better known as Geri Halliwell or "Ginger Spice," is an English singer, songwriter, and author who rose to fame as a member of the iconic girl group the Spice Girls.
|
E1071028
|
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: Geraldine Estelle Halliwell | Statement: [Geri Halliwell-Horner, birthName, Geraldine Estelle Halliwell]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Geraldine Estelle Halliwell Context triple: [Geri Halliwell-Horner, birthName, Geraldine Estelle Halliwell]
-
A.
Esme Regan
Esme Regan is the daughter of British actor and director Vincent Regan.
-
B.
Rowena Miller
Rowena Miller is the wife of English actor Michael Kitchen, known for keeping a low public profile despite her husband's prominence in film and television.
-
C.
Angela Holvey
Angela Holvey was the wife of Jack Hemingway, the eldest son of author Ernest Hemingway.
-
D.
Cecilia Tallis
Cecilia Tallis is a central character in Ian McEwan’s novel and its film adaptation "Atonement," an upper-class English woman whose doomed romance is shattered by a devastating false accusation.
-
E.
Gwendolyn James
Gwendolyn James is the strict, overbearing PTA president who serves as the main antagonist in the comedy film "Bad Moms."
- 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: Geraldine Estelle Halliwell Triple: [Geri Halliwell-Horner, birthName, Geraldine Estelle Halliwell]
Generated description
Geraldine Estelle Halliwell, better known as Geri Halliwell or "Ginger Spice," is an English singer, songwriter, and author who rose to fame as a member of the iconic girl group the Spice Girls.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Geraldine Estelle Halliwell Target entity description: Geraldine Estelle Halliwell, better known as Geri Halliwell or "Ginger Spice," is an English singer, songwriter, and author who rose to fame as a member of the iconic girl group the Spice Girls.
-
A.
Esme Regan
Esme Regan is the daughter of British actor and director Vincent Regan.
-
B.
Rowena Miller
Rowena Miller is the wife of English actor Michael Kitchen, known for keeping a low public profile despite her husband's prominence in film and television.
-
C.
Angela Holvey
Angela Holvey was the wife of Jack Hemingway, the eldest son of author Ernest Hemingway.
-
D.
Cecilia Tallis
Cecilia Tallis is a central character in Ian McEwan’s novel and its film adaptation "Atonement," an upper-class English woman whose doomed romance is shattered by a devastating false accusation.
-
E.
Gwendolyn James
Gwendolyn James is the strict, overbearing PTA president who serves as the main antagonist in the comedy film "Bad Moms."
- 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_69d81c61f3508190aaf2ca0dc0002c59 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de2e8daeac8190aadd4b3b60222482 |
completed | April 14, 2026, 12:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fba1dc838c8190bbcfefd69ea29965 |
completed | May 6, 2026, 8:17 p.m. |
| NEDg | Description generation | batch_69fba2b8e32081909cd32ed0bd255072 |
completed | May 6, 2026, 8:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fba322460c81909aa36b661f39efcd |
completed | May 6, 2026, 8:22 p.m. |
Created at: April 9, 2026, 10:18 p.m.