Triple
T23046415
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | San Francisco |
E573887
|
entity |
| Predicate | isHeadquartersOf |
P62
|
FINISHED |
| Object | Tools for Humanity |
—
|
NE NERFINISHED |
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: Tools for Humanity | Statement: [San Francisco, isHeadquartersOf, Tools for Humanity]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tools for Humanity Context triple: [San Francisco, isHeadquartersOf, Tools for Humanity]
-
A.
Tools for Humanity
chosen
Tools for Humanity is a technology company focused on developing Worldcoin and related identity and financial infrastructure using biometric and blockchain-based systems.
-
B.
For the Greater Good
"For the Greater Good" is the infamous motto associated with Gellert Grindelwald’s dark wizarding ideology in the Harry Potter universe, used to justify his pursuit of global wizarding dominance.
-
C.
Rehumanize
Rehumanize is a track from Neurosis's influential 1996 sludge and post-metal album "Through Silver in Blood."
-
D.
People United to Save Humanity
People United to Save Humanity was a civil rights and social justice organization founded by Jesse Jackson in the early 1970s to advocate for economic and political empowerment of African Americans and other marginalized communities.
-
E.
The Tech for Global Good
The Tech for Global Good is an educational and awards program that highlights and supports innovators using technology to address pressing global challenges and improve lives worldwide.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e245b9c11481909d06c872214d21af |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f185192754819093a87d23371e7bbc |
completed | April 29, 2026, 4:12 a.m. |
Created at: April 17, 2026, 3:54 p.m.