Triple
T17818941
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hugh Roy Cullen |
E444920
|
entity |
| Predicate | majorBenefactorOf |
P21088
|
FINISHED |
| Object | University of Houston |
—
|
NE NERFINISHED |
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: University of Houston | Statement: [Hugh Roy Cullen, majorBenefactorOf, University of Houston]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University of Houston Context triple: [Hugh Roy Cullen, majorBenefactorOf, University of Houston]
-
A.
University of Houston
chosen
The University of Houston is a major public research university in Houston, Texas, known for its diverse student body, strong engineering and business programs, and prominent role in NCAA Division I athletics.
-
B.
University of Houston System
The University of Houston System is a public university system in Texas that oversees multiple institutions, including the University of Houston, providing coordinated governance and shared resources.
-
C.
University of Houston–Victoria
The University of Houston–Victoria is a public university and regional campus of the University of Houston System offering undergraduate and graduate programs in Victoria, Texas.
-
D.
University of Houston–Clear Lake
The University of Houston–Clear Lake is a public university in the Houston metropolitan area known for its strong programs in science, engineering, business, and education, and its connections to nearby NASA Johnson Space Center.
-
E.
University of Houston–Downtown
The University of Houston–Downtown is a public, urban university in Houston, Texas, known for serving a diverse student body with career-focused undergraduate and graduate programs.
- 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: majorBenefactorOf Context triple: [Hugh Roy Cullen, majorBenefactorOf, University of Houston]
-
A.
notablePhilanthropicBeneficiary
Indicates that an entity is a significant recipient of philanthropic donations, support, or charitable contributions from another entity.
-
B.
philanthropicBeneficiary
Indicates that one entity is the recipient or target of another entity’s philanthropic giving or charitable support.
-
C.
benefactor
Indicates that one entity provides help, support, or resources to another, typically in a generous or supportive role.
-
D.
hasPhilanthropicRole
Indicates that an entity holds or performs a role related to charitable, philanthropic, or socially beneficial activities.
-
E.
notableDonor
chosen
Indicates that one entity is a significant or prominent donor to another entity, typically through substantial or noteworthy contributions.
- F. None of above.
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_69d8b9f0de78819099395b14db75a8a6 |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e488812df081909771d51c54c405fe |
completed | April 19, 2026, 7:47 a.m. |
| PD | Predicate disambiguation | batch_69e3d8de28688190844b65acf6af54e6 |
completed | April 18, 2026, 7:17 p.m. |
Created at: April 10, 2026, 10:15 a.m.