Triple
T15572252
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Craig Hatkoff |
E374273
|
entity |
| Predicate | hasChildCoauthor |
P119233
|
FINISHED |
| Object |
Juliana Hatkoff
Juliana Hatkoff is a children's book coauthor known for collaborating with her father, investor and philanthropist Craig Hatkoff, on inspirational animal stories.
|
E1256721
|
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: Juliana Hatkoff | Statement: [Craig Hatkoff, hasChildCoauthor, Juliana Hatkoff]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Juliana Hatkoff Context triple: [Craig Hatkoff, hasChildCoauthor, Juliana Hatkoff]
-
A.
Isabel Hatkoff
Isabel Hatkoff is the daughter of American film producer and Tribeca Film Festival co-founder Jane Rosenthal.
-
B.
Lisa Weinstein
Lisa Weinstein is a film producer best known for her work on the acclaimed 1990 romantic fantasy drama "Ghost."
-
C.
Alexandra Papenfus
Alexandra Papenfus is a person after whom another individual named Alexandra was named, suggesting she holds personal or familial significance to the namer.
-
D.
Rachel Leibowitz
Rachel Leibowitz is a person notable enough to be specifically cited as a bearer of the surname Leibowitz.
-
E.
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.
- 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: Juliana Hatkoff Triple: [Craig Hatkoff, hasChildCoauthor, Juliana Hatkoff]
Generated description
Juliana Hatkoff is a children's book coauthor known for collaborating with her father, investor and philanthropist Craig Hatkoff, on inspirational animal stories.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Juliana Hatkoff Target entity description: Juliana Hatkoff is a children's book coauthor known for collaborating with her father, investor and philanthropist Craig Hatkoff, on inspirational animal stories.
-
A.
Isabel Hatkoff
Isabel Hatkoff is the daughter of American film producer and Tribeca Film Festival co-founder Jane Rosenthal.
-
B.
Lisa Weinstein
Lisa Weinstein is a film producer best known for her work on the acclaimed 1990 romantic fantasy drama "Ghost."
-
C.
Alexandra Papenfus
Alexandra Papenfus is a person after whom another individual named Alexandra was named, suggesting she holds personal or familial significance to the namer.
-
D.
Rachel Leibowitz
Rachel Leibowitz is a person notable enough to be specifically cited as a bearer of the surname Leibowitz.
-
E.
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.
- 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_69d85ccd575081908909b71a3f3e3a61 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04e2025888190a2b6240296bba13e |
completed | April 16, 2026, 2:49 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a015fb168548190afb975ef60fa5f3e |
completed | May 11, 2026, 4:48 a.m. |
| NEDg | Description generation | batch_6a0161b31540819098aa6275f96433ad |
completed | May 11, 2026, 4:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a016299d9ac8190be74d5db0d28ea36 |
completed | May 11, 2026, 5:01 a.m. |
Created at: April 10, 2026, 4:10 a.m.