Triple
T11859689
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Legally Blonde (Broadway musical) |
E282128
|
entity |
| Predicate | bookBy |
P2353
|
FINISHED |
| Object | Heather Hach |
E578637
|
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: Heather Hach | Statement: [Legally Blonde (Broadway musical), bookBy, Heather Hach]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heather Hach Context triple: [Legally Blonde (Broadway musical), bookBy, Heather Hach]
-
A.
Heather Hach
chosen
Heather Hach is an American screenwriter and librettist best known for co-writing the 2003 film adaptation of "Freaky Friday" and the book for the Broadway musical "Legally Blonde."
-
B.
Heather Kadin
Heather Kadin is an American television producer known for her work on genre series such as Sleepy Hollow and multiple projects with J.J. Abrams’ Bad Robot Productions.
-
C.
Heather Hopper
Heather Hopper is an American former child actress best known for her role on the late-1980s Disney Channel series "Good Morning, Miss Bliss," the precursor to "Saved by the Bell."
-
D.
Kate Havers
Kate Havers is the daughter of English actor Nigel Havers.
-
E.
Heather DeLoach
Heather DeLoach is an American actress best known for playing the iconic "bee girl" in Blind Melon's "No Rain" music video.
- 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_69d6ab287ba48190a5178779fd19b9b7 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8a69a099c8190a674db64c50eca5a |
completed | April 10, 2026, 7:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f281745ca88190968e1f674d0e483c |
completed | April 29, 2026, 10:08 p.m. |
Created at: April 8, 2026, 9:43 p.m.