Triple
T23093257
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Department of Speech, Language, and Hearing Sciences (University of Arizona) |
E575813
|
entity |
| Predicate | abbreviation |
P43
|
FINISHED |
| Object |
SLHS
SLHS is the University of Arizona’s Department of Speech, Language, and Hearing Sciences, which focuses on education and research in communication disorders and audiology.
|
E1570401
|
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: SLHS | Statement: [Department of Speech, Language, and Hearing Sciences (University of Arizona), abbreviation, SLHS]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: SLHS Context triple: [Department of Speech, Language, and Hearing Sciences (University of Arizona), abbreviation, SLHS]
-
A.
School of Health and Social Studies
The School of Health and Social Studies is a faculty of Jyväskylä University of Applied Sciences that offers professional education and training in healthcare, social services, and related fields.
-
B.
School of Health and Society
The School of Health and Society is a faculty of the University of Salford focused on education and research in health, social care, and related applied social sciences.
-
C.
School of Health and Human Services
The School of Health and Human Services is an academic division of Camosun College that offers programs preparing students for careers in healthcare, social services, and community support fields.
-
D.
School of Nursing and Midwifery
The School of Nursing and Midwifery is an academic unit specializing in education and research in nursing and midwifery professions at Queen’s University Belfast.
-
E.
School of Nursing and Midwifery
The School of Nursing and Midwifery is a faculty of Edith Cowan University that provides education and training for future nurses and midwives through undergraduate and postgraduate programs.
- 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: SLHS Triple: [Department of Speech, Language, and Hearing Sciences (University of Arizona), abbreviation, SLHS]
Generated description
SLHS is the University of Arizona’s Department of Speech, Language, and Hearing Sciences, which focuses on education and research in communication disorders and audiology.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: SLHS Target entity description: SLHS is the University of Arizona’s Department of Speech, Language, and Hearing Sciences, which focuses on education and research in communication disorders and audiology.
-
A.
School of Health and Social Studies
The School of Health and Social Studies is a faculty of Jyväskylä University of Applied Sciences that offers professional education and training in healthcare, social services, and related fields.
-
B.
School of Health and Society
The School of Health and Society is a faculty of the University of Salford focused on education and research in health, social care, and related applied social sciences.
-
C.
School of Health and Human Services
The School of Health and Human Services is an academic division of Camosun College that offers programs preparing students for careers in healthcare, social services, and community support fields.
-
D.
School of Nursing and Midwifery
The School of Nursing and Midwifery is an academic unit specializing in education and research in nursing and midwifery professions at Queen’s University Belfast.
-
E.
School of Nursing and Midwifery
The School of Nursing and Midwifery is a professional academic unit that educates and trains nurses and midwives, emphasizing clinical competence, research, and leadership in healthcare.
- 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_69e245bf3e3c819086d3448720efc01b |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f18dab3798819081b2b46a20751b2a |
completed | April 29, 2026, 4:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c15b97b6881909cbc1afc68ea80b6 |
completed | May 19, 2026, 7:48 a.m. |
| NEDg | Description generation | batch_6a0c175e246081909d6451f245ccfe66 |
completed | May 19, 2026, 7:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c1820a4d88190aed59f50b4e7ec47 |
completed | May 19, 2026, 7:58 a.m. |
Created at: April 17, 2026, 3:57 p.m.