Triple
T1377504
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James G. Blight |
E29257
|
entity |
| Predicate | hasResearchPartner |
P14089
|
FINISHED |
| Object | Janet M. Lang |
E270609
|
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: Janet M. Lang | Statement: [James G. Blight, hasResearchPartner, Janet M. Lang]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Janet M. Lang Context triple: [James G. Blight, hasResearchPartner, Janet M. Lang]
-
A.
Janet M. Lang
chosen
Janet M. Lang is a scholar and co-author known for her collaborative work with James G. Blight on Cold War history and crisis decision-making.
-
B.
Judith A. McHale
Judith A. McHale is an American lawyer, former Discovery Communications executive, and former U.S. Under Secretary of State for Public Diplomacy and Public Affairs.
-
C.
Linda Pizzuti Henry
Linda Pizzuti Henry is an American businesswoman and media executive, known for her leadership role at The Boston Globe and involvement in Fenway Sports Group.
-
D.
Joan A. Brennecke
Joan A. Brennecke is a prominent chemical engineer renowned for her pioneering research on ionic liquids and sustainable chemical processes, recognized as one of the leading figures in green chemistry.
-
E.
Carol J. Gallagher
Carol J. Gallagher is an American Episcopal bishop known for her leadership in the church and as one of the first Indigenous women to serve in the Episcopal House of Bishops.
- 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: hasResearchPartner Context triple: [James G. Blight, hasResearchPartner, Janet M. Lang]
-
A.
projectPartners
chosen
Indicates that two or more entities collaborate together as partners on the same project.
-
B.
hasPartner
Indicates that one entity is in a partner relationship (such as romantic, life, or business partnership) with another entity.
-
C.
hasResearchCentersIn
Indicates that an entity maintains or operates research centers located within a specified place or region.
-
D.
hasJointProgramWith
Indicates that two entities collaborate to offer a shared or coordinated program, initiative, or course of study.
-
E.
coalitionPartnerWith
Indicates that two entities are formally aligned in a cooperative coalition, sharing goals or actions as partners within that coalition.
- 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_69a498d883a48190bfdca525296ef7ee |
completed | March 1, 2026, 7:51 p.m. |
| NER | Named-entity recognition | batch_69a4c3173548819082aec7c1af9c577c |
completed | March 1, 2026, 10:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af5cac2ab08190a41b6ac9802526ee |
completed | March 9, 2026, 11:50 p.m. |
| PD | Predicate disambiguation | batch_69a4befcabdc8190a9f05d002603f81c |
completed | March 1, 2026, 10:34 p.m. |
Created at: March 1, 2026, 7:59 p.m.