Triple
T18770695
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Project Management Institute |
E459009
|
entity |
| Predicate | offersCertification |
P178
|
FINISHED |
| Object |
Program Management Professional
Program Management Professional (PgMP) is an advanced, globally recognized certification for experienced program managers who oversee multiple related projects and align them with organizational strategy.
|
E1341517
|
NE FINISHED |
How this triple was built (4 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: Program Management Professional | Statement: [Project Management Institute, offersCertification, Program Management Professional]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Program Management Professional Context triple: [Project Management Institute, offersCertification, Program Management Professional]
-
A.
Kim B. Clark Professor of Business Administration
The Kim B. Clark Professor of Business Administration is a prestigious endowed chair at Harvard Business School associated with leading scholarship in management and innovation.
-
B.
Vas Narasimhan
Vas Narasimhan is an American physician-executive known for leading major strategic and innovation-driven transformations in the global pharmaceutical industry.
-
C.
Kris Gopalakrishnan
Kris Gopalakrishnan is an Indian billionaire businessman and co-founder of Infosys, one of the country’s largest IT services companies.
-
D.
Ghoshal
Ghoshal is an Indian surname, often a variant of Ghosh, commonly found among Bengali-speaking communities.
-
E.
M. Manikandan
M. Manikandan is an Indian filmmaker and screenwriter known for his critically acclaimed Tamil films that blend social realism with subtle humor.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Program Management Professional Triple: [Project Management Institute, offersCertification, Program Management Professional]
Generated description
Program Management Professional (PgMP) is an advanced, globally recognized certification for experienced program managers who oversee multiple related projects and align them with organizational strategy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Program Management Professional Target entity description: Program Management Professional (PgMP) is an advanced, globally recognized certification for experienced program managers who oversee multiple related projects and align them with organizational strategy.
-
A.
Kim B. Clark Professor of Business Administration
The Kim B. Clark Professor of Business Administration is a prestigious endowed chair at Harvard Business School associated with leading scholarship in management and innovation.
-
B.
Vas Narasimhan
Vas Narasimhan is an American physician-executive known for leading major strategic and innovation-driven transformations in the global pharmaceutical industry.
-
C.
Kris Gopalakrishnan
Kris Gopalakrishnan is an Indian billionaire businessman and co-founder of Infosys, one of the country’s largest IT services companies.
-
D.
Ghoshal
Ghoshal is an Indian surname, often a variant of Ghosh, commonly found among Bengali-speaking communities.
-
E.
M. Manikandan
M. Manikandan is an Indian filmmaker and screenwriter known for his critically acclaimed Tamil films that blend social realism with subtle humor.
- F. None of above. chosen
Provenance (5 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_69d8d395dba0819087568404508590cb |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e59335a01881908731371be1e27a6b |
completed | April 20, 2026, 2:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a053d450c8081908e44744a63e15fc3 |
completed | May 14, 2026, 3:11 a.m. |
| NEDg | Description generation | batch_6a053e7376ec8190950881d90d9fa567 |
completed | May 14, 2026, 3:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a053ef3600881908e39a4abe4e032e8 |
completed | May 14, 2026, 3:18 a.m. |
Created at: April 10, 2026, 11:52 a.m.