Triple
T4633769
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Universidad Francisco Marroquín |
E101478
|
entity |
| Predicate | hasFaculty |
P141
|
FINISHED |
| Object |
School of Economic Sciences
The School of Economic Sciences is an academic unit of Universidad Francisco Marroquín specializing in the teaching and research of economics and related disciplines.
|
E459773
|
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: School of Economic Sciences | Statement: [Universidad Francisco Marroquín, hasFaculty, School of Economic Sciences]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: School of Economic Sciences Context triple: [Universidad Francisco Marroquín, hasFaculty, School of Economic Sciences]
-
A.
School of Economics
The School of Economics is an academic unit of Huazhong University of Science and Technology specializing in economic education and research.
-
B.
School of Economics
The School of Economics at Nankai University is a leading Chinese institution for economic research and education, known for its strong academic programs and influential scholarship in economics.
-
C.
School of Economics
The School of Economics at Osaka University is an academic faculty specializing in economic theory, policy, and related social sciences within one of Japan’s leading national universities.
-
D.
School of Economics
The School of Economics at Fudan University is a leading Chinese academic institution specializing in economic research and education, known for its rigorous programs and influential scholarship.
-
E.
School of Economics
The School of Economics at Peking University is a leading academic institution in China specializing in economic research and education.
- 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: School of Economic Sciences Triple: [Universidad Francisco Marroquín, hasFaculty, School of Economic Sciences]
Generated description
The School of Economic Sciences is an academic unit of Universidad Francisco Marroquín specializing in the teaching and research of economics and related disciplines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: School of Economic Sciences Target entity description: The School of Economic Sciences is an academic unit of Universidad Francisco Marroquín specializing in the teaching and research of economics and related disciplines.
-
A.
School of Economics
The School of Economics is an academic unit of Huazhong University of Science and Technology specializing in economic education and research.
-
B.
School of Economics
The School of Economics at Nankai University is a leading Chinese institution for economic research and education, known for its strong academic programs and influential scholarship in economics.
-
C.
School of Economics
The School of Economics at Nagoya University is an academic faculty specializing in economic theory, policy, and related social sciences within one of Japan’s leading national research universities.
-
D.
School of Economics
The School of Economics at Osaka University is an academic faculty specializing in economic theory, policy, and related social sciences within one of Japan’s leading national universities.
-
E.
School of Economics
The School of Economics at Fudan University is a leading Chinese academic institution specializing in economic research and education, known for its rigorous programs and influential scholarship.
- 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_69bd43d2f1c081908cd4b7ec48ecc73d |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd5a5d0de881909baacc5b991f5b53 |
completed | March 20, 2026, 2:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be0368d2748190bc8560ecb16e1997 |
completed | March 21, 2026, 2:33 a.m. |
| NEDg | Description generation | batch_69be042adb8c8190b6889c3a5b9c18cc |
completed | March 21, 2026, 2:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be048f7d7881908ab19bd37c92b423 |
completed | March 21, 2026, 2:38 a.m. |
Created at: March 20, 2026, 1:13 p.m.