Triple
T2091046
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Priscilla Chan and Mark Zuckerberg |
E32669
|
entity |
| Predicate | hasLegalFormForPhilanthropy |
P34655
|
FINISHED |
| Object | limited liability company (Chan Zuckerberg Initiative LLC) |
E1583
|
NE FINISHED |
How this triple was built (3 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: limited liability company (Chan Zuckerberg Initiative LLC) | Statement: [Priscilla Chan and Mark Zuckerberg, hasLegalFormForPhilanthropy, limited liability company (Chan Zuckerberg Initiative LLC)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: limited liability company (Chan Zuckerberg Initiative LLC) Context triple: [Priscilla Chan and Mark Zuckerberg, hasLegalFormForPhilanthropy, limited liability company (Chan Zuckerberg Initiative LLC)]
-
A.
Gesellschaft mit beschränkter Haftung
Gesellschaft mit beschränkter Haftung is a common German limited liability company structure in which owners’ liability is restricted to their capital contributions.
-
B.
Triliteral, LLC
Triliteral, LLC is a book distribution and fulfillment company that provides warehousing, order processing, and shipping services for academic and scholarly publishers.
-
C.
LCH Limited
LCH Limited is a leading global clearing house that provides central counterparty clearing services for a wide range of financial markets and asset classes.
-
D.
Chan Zuckerberg Initiative
chosen
The Chan Zuckerberg Initiative is a philanthropic organization focused on advancing science, education, and social justice, funded and led by Facebook founder Mark Zuckerberg and his wife Priscilla Chan.
-
E.
Calico LLC
Calico LLC is a research and development company focused on understanding aging and developing technologies to extend human healthspan, backed by Alphabet Inc.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasLegalFormForPhilanthropy Context triple: [Priscilla Chan and Mark Zuckerberg, hasLegalFormForPhilanthropy, limited liability company (Chan Zuckerberg Initiative LLC)]
-
A.
nonprofitStatus
Indicates that an entity operates as a nonprofit organization, typically meeting legal or regulatory criteria for nonprofit status.
-
B.
philanthropicOrganizationStatus
Indicates that an entity holds a recognized status as a philanthropic or charitable organization, typically for the purpose of public-benefit activities.
-
C.
isPhilanthropic
Indicates that an entity habitually engages in generous actions or donations intended to promote the welfare of others.
-
D.
nonprofitType
Indicates the specific category or classification of a nonprofit organization based on its legal or functional type.
-
E.
hasCharitableFoundation
Indicates that an entity maintains or is associated with a charitable foundation, typically for philanthropic or nonprofit activities.
- 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_69a885eba0708190999696a45cbec816 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69abba7443448190a2642769d0b5fb93 |
completed | March 7, 2026, 5:41 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae2746fb3481909e0b7fdbd4748245 |
completed | March 9, 2026, 1:49 a.m. |
| PD | Predicate disambiguation | batch_69abb7b4356881909217c42ccb8bb1ed |
completed | March 7, 2026, 5:29 a.m. |
| PDg | Predicate description generation | batch_69abb83e7888819096dc40275c77daff |
completed | March 7, 2026, 5:31 a.m. |
Created at: March 4, 2026, 7:43 p.m.