Triple
T12820326
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heidi Hamels |
E306510
|
entity |
| Predicate | name |
P16
|
FINISHED |
| Object | Heidi Hamels |
E306510
|
NE FINISHED |
How this triple was built (2 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: Heidi Hamels | Statement: [Heidi Hamels, name, Heidi Hamels]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heidi Hamels Context triple: [Heidi Hamels, name, Heidi Hamels]
-
A.
Heidi Hamels
chosen
Heidi Hamels is an American philanthropist and former reality TV personality best known for her charitable work and public profile alongside her husband, MLB pitcher Cole Hamels.
-
B.
Ashley Hicks
Ashley Hicks is a British interior designer, architect, and author known for his eclectic style and as the son of famed designer David Hicks.
-
C.
Megan Mathias
Megan Mathias is known primarily as one of the children of American Olympic decathlon champion and politician Bob Mathias.
-
D.
Kelly Adams
Kelly Adams is a British actress best known for her role in the BBC drama series "Hustle" and appearances in shows such as "Holby City" and "Mr Selfridge."
-
E.
Justina Robson
Justina Robson is a British science fiction author known for her inventive, genre-blending novels that explore artificial intelligence, posthumanism, and complex futuristic worlds.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d7bdf46c448190b1faa55aaacb6317 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96e9e5a2481908921d097df541db8 |
completed | April 10, 2026, 9:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f68ed165188190a4cac781c753fb23 |
completed | May 2, 2026, 11:54 p.m. |
Created at: April 9, 2026, 5:31 p.m.