Triple
T6202195
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Freaky Friday (2003 film) |
E138660
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Heather Hach
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."
|
E578637
|
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: Heather Hach | Statement: [Freaky Friday (2003 film), screenwriter, Heather Hach]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heather Hach Context triple: [Freaky Friday (2003 film), screenwriter, Heather Hach]
-
A.
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.
-
B.
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."
-
C.
Heather DeLoach
Heather DeLoach is an American actress best known for playing the iconic "bee girl" in Blind Melon's "No Rain" music video.
-
D.
Heather Zichal
Heather Zichal is an American climate and energy policy expert who served as a senior adviser in the Obama administration, particularly on environmental and clean energy initiatives.
-
E.
Heather Wahlquist
Heather Wahlquist is an American actress and screenwriter known for her collaborations with filmmaker Nick Cassavetes, including roles in films such as "Alpha Dog."
- 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: Heather Hach Triple: [Freaky Friday (2003 film), screenwriter, Heather Hach]
Generated description
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."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Heather Hach Target entity description: 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."
-
A.
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.
-
B.
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."
-
C.
Heather DeLoach
Heather DeLoach is an American actress best known for playing the iconic "bee girl" in Blind Melon's "No Rain" music video.
-
D.
Heather Zichal
Heather Zichal is an American climate and energy policy expert who served as a senior adviser in the Obama administration, particularly on environmental and clean energy initiatives.
-
E.
Heather Wahlquist
Heather Wahlquist is an American actress and screenwriter known for her collaborations with filmmaker Nick Cassavetes, including roles in films such as "Alpha Dog."
- 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_69c008acbea48190991c6b834bb45d65 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c0626a32908190a3332008aee2e4a9 |
completed | March 22, 2026, 9:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c20d96415c8190b0c5c7f9fd19f5be |
completed | March 24, 2026, 4:05 a.m. |
| NEDg | Description generation | batch_69c214980bbc8190b188b3c821ea13ea |
completed | March 24, 2026, 4:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c2157d43048190a0376cdc9024c5f9 |
completed | March 24, 2026, 4:39 a.m. |
Created at: March 22, 2026, 4:20 p.m.