Triple
T4294763
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James Heckman |
E99683
|
entity |
| Predicate | educatedAt |
P5
|
FINISHED |
| Object | Colorado College |
E35693
|
NE FINISHED |
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: Colorado College | Statement: [James Heckman, educatedAt, Colorado College]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Colorado College Context triple: [James Heckman, educatedAt, Colorado College]
-
A.
Colorado College
chosen
Colorado College is a private liberal arts college in Colorado Springs, Colorado, known for its intensive Block Plan curriculum and small, residential campus.
-
B.
Colorado State University
Colorado State University is a public land-grant research university in Fort Collins, Colorado, known for its programs in agriculture, engineering, veterinary medicine, and environmental sciences.
-
C.
Morningside College
Morningside College is a private liberal arts college in Sioux City, Iowa, known for its strong undergraduate programs and active athletic tradition.
-
D.
University of Colorado Colorado Springs
The University of Colorado Colorado Springs is a public research university in Colorado known for its programs in engineering, business, and the liberal arts as part of the University of Colorado system.
-
E.
University of Northern Colorado
The University of Northern Colorado is a public university in Greeley, Colorado, known for its strong programs in education, performing arts, and health sciences.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69b3455175088190aa79c6e03b86647e |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b35083f87c8190a3d3b323e76ab575 |
completed | March 12, 2026, 11:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5c740c4a081909a63fb957f2926ae |
completed | March 14, 2026, 8:38 p.m. |
Created at: March 12, 2026, 11:08 p.m.