Triple
T18043954
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | A Treatise on the Family |
E431723
|
entity |
| Predicate | relatedWork |
P37
|
FINISHED |
| Object | Human Capital |
—
|
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: Human Capital | Statement: [A Treatise on the Family, relatedWork, Human Capital]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Human Capital Context triple: [A Treatise on the Family, relatedWork, Human Capital]
-
A.
Human Capital
chosen
Human Capital is a landmark economic work by Gary Becker that analyzes how investments in education, training, and health enhance individuals’ productivity and earnings, fundamentally shaping modern labor and education economics.
-
B.
Learning and Labor
Learning and Labor is the historic motto of Oberlin College, reflecting its emphasis on combining rigorous academic study with practical work and social responsibility.
-
C.
Talent Sustainability
Talent Sustainability is a core pillar of PepsiCo’s “Performance with Purpose” strategy focused on developing, engaging, and supporting employees to build a capable, diverse, and future-ready workforce.
-
D.
Knowledge Capital
Knowledge Capital is a large-scale innovation and creative hub in Osaka that brings together businesses, researchers, and the public for exhibitions, labs, and collaborative projects.
-
E.
HRD
HRD is the National Rail station code for Harling Road railway station in Norfolk, England.
- 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_69d8b906482481908183315b9ecf9994 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4bff072508190a4065e3f83997aa9 |
completed | April 19, 2026, 11:43 a.m. |
Created at: April 10, 2026, 10:25 a.m.