Triple
T350335
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robert Langer |
E7427
|
entity |
| Predicate | name |
P16
|
FINISHED |
| Object | Robert Langer |
E7427
|
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: Robert Langer | Statement: [Robert Langer, name, Robert Langer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robert Langer Context triple: [Robert Langer, name, Robert Langer]
-
A.
Robert Langer
chosen
Robert Langer is a pioneering American chemical engineer and prolific inventor renowned for his groundbreaking work in drug delivery and tissue engineering, making him one of the most cited and influential scientists in history.
-
B.
Howard A. Stone
Howard A. Stone is a prominent American engineer and applied physicist renowned for his pioneering contributions to fluid dynamics and soft matter physics.
-
C.
Dean Kamen
Dean Kamen is an American inventor and entrepreneur best known for creating the Segway and numerous medical technologies, and for founding the FIRST robotics competition to inspire young people in science and engineering.
-
D.
Jerome H. Lemelson
Jerome H. Lemelson was a prolific American inventor and patent holder known for his numerous innovations across diverse technological fields and for endowing major awards that support invention and entrepreneurship.
-
E.
George Church
George Church was a stage actor known for his role in the original Broadway production of the musical "Oklahoma!".
- 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_69a2e7e696948190bebc966535995e45 |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2eb1f028c819098fa6480b4ca5cf0 |
completed | Feb. 28, 2026, 1:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3dd33a50c8190846d19c24eb74039 |
completed | March 1, 2026, 6:31 a.m. |
Created at: Feb. 28, 2026, 1:08 p.m.