Triple
T13107466
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Liberty X |
E310880
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Michelle Heaton
Michelle Heaton is an English singer and television personality best known as a member of the pop group Liberty X.
|
E1023443
|
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: Michelle Heaton | Statement: [Liberty X, hasMember, Michelle Heaton]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Michelle Heaton Context triple: [Liberty X, hasMember, Michelle Heaton]
-
A.
Crissy Haslam
Crissy Haslam is an American educator and former First Lady of Tennessee, known for her advocacy on literacy and children's issues during her husband Bill Haslam's governorship.
-
B.
Stephanie Jayne Houghton
Stephanie Jayne Houghton is an English professional footballer best known as a long-serving captain of the England women's national team and a key defender for Manchester City Women.
-
C.
Marisa Coughlan
Marisa Coughlan is an American actress best known for her roles in films like "Teaching Mrs. Tingle" and the cult comedy "Super Troopers," as well as various television appearances.
-
D.
Kerry Katona
Kerry Katona is an English media personality and singer best known as a founding member of the girl group Atomic Kitten and for her extensive reality television career.
-
E.
Jennifer Heath
Jennifer Heath is a screenwriter best known for co-writing the film adaptation of the fantasy novel "Ella Enchanted."
- 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: Michelle Heaton Triple: [Liberty X, hasMember, Michelle Heaton]
Generated description
Michelle Heaton is an English singer and television personality best known as a member of the pop group Liberty X.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Michelle Heaton Target entity description: Michelle Heaton is an English singer and television personality best known as a member of the pop group Liberty X.
-
A.
Crissy Haslam
Crissy Haslam is an American educator and former First Lady of Tennessee, known for her advocacy on literacy and children's issues during her husband Bill Haslam's governorship.
-
B.
Stephanie Jayne Houghton
Stephanie Jayne Houghton is an English professional footballer best known as a long-serving captain of the England women's national team and a key defender for Manchester City Women.
-
C.
Marisa Coughlan
Marisa Coughlan is an American actress best known for her roles in films like "Teaching Mrs. Tingle" and the cult comedy "Super Troopers," as well as various television appearances.
-
D.
Kerry Katona
Kerry Katona is an English media personality and singer best known as a founding member of the girl group Atomic Kitten and for her extensive reality television career.
-
E.
Jennifer Heath
Jennifer Heath is a screenwriter best known for co-writing the film adaptation of the fantasy novel "Ella Enchanted."
- 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_69d806a872d08190a329806f8ff30df4 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d9817ce07881909ec552bf861ac175 |
completed | April 10, 2026, 11:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6e27a325c8190a5c0f1a582340078 |
completed | May 3, 2026, 5:51 a.m. |
| NEDg | Description generation | batch_69f6e6a8b15081908d80cd63b0c423f6 |
completed | May 3, 2026, 6:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6e7490cc48190b596338cd3a0fd22 |
completed | May 3, 2026, 6:12 a.m. |
Created at: April 9, 2026, 9:05 p.m.