Triple
T1061851
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bob Miner |
E22922
|
entity |
| Predicate | hasEmployerHistory |
P11675
|
FINISHED |
| Object | Software Development Laboratories |
E20632
|
NE FINISHED |
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: Software Development Laboratories | Statement: [Bob Miner, hasEmployerHistory, Software Development Laboratories]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Software Development Laboratories Context triple: [Bob Miner, hasEmployerHistory, Software Development Laboratories]
-
A.
Software Development Laboratories
chosen
Software Development Laboratories was the original name of the company that later became Oracle Corporation, a major multinational database and enterprise software company.
-
B.
Open Source Development Labs
Open Source Development Labs was a non-profit organization that supported and promoted Linux and open-source software development, notably serving as a home base for Linus Torvalds before it merged into The Linux Foundation.
-
C.
Systems Research Laboratories
Systems Research Laboratories was a technology and defense research company known for advanced engineering and systems development work in areas such as electronics and aerospace.
-
D.
Sugar Labs
Sugar Labs is a nonprofit organization that develops and maintains the Sugar learning platform, an open-source educational software environment originally created for the One Laptop per Child project.
-
E.
Information Technology Laboratory
The Information Technology Laboratory is a research unit within the U.S. Army Engineer Research and Development Center that focuses on advanced computing, software, and information technology solutions to support military engineering and operations.
- 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: hasEmployerHistory Context triple: [Bob Miner, hasEmployerHistory, Software Development Laboratories]
-
A.
hasWorkedFor
chosen
Indicates that an entity has been employed by or has provided work or services to another entity.
-
B.
hasWorkedIn
Indicates that a person has been employed or has performed work within a particular organization, location, or domain for some period of time.
-
C.
hadOccupationStatusUntil
Indicates that an entity held a particular occupational status up to, but not necessarily beyond, a specified point in time.
-
D.
workedAs
Indicates that an entity held a particular job, role, or position, performing work in that capacity.
-
E.
hasHistoricIndustry
Indicates that an entity has been associated with a notable or historically significant industry or industrial activity in the past.
- F. None of above.
Provenance (4 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_69a493dada0481909c43649f9843ea91 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4ba6e35ac8190802341c31bda0e3b |
completed | March 1, 2026, 10:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac42a14b548190a796e49c545c9a9e |
completed | March 7, 2026, 3:22 p.m. |
| PD | Predicate disambiguation | batch_69a4b7340a048190807363f19d17a58f |
completed | March 1, 2026, 10:01 p.m. |
Created at: March 1, 2026, 7:42 p.m.