Triple
T4020583
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chartered Engineer |
E91269
|
entity |
| Predicate | isOftenAbbreviatedAs |
P32259
|
FINISHED |
| Object |
CEng
CEng is the professional post-nominal title used by Chartered Engineers, typically signifying a high level of competence and recognition in engineering.
|
E406989
|
NE FINISHED |
How this triple was built (5 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: CEng | Statement: [Chartered Engineer, isOftenAbbreviatedAs, CEng]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: CEng Context triple: [Chartered Engineer, isOftenAbbreviatedAs, CEng]
-
A.
ENGM
ENGM is the ICAO airport code for Oslo Airport, Gardermoen, the main international airport serving Norway’s capital region.
-
B.
BSEE
BSEE is a U.S. federal agency within the Department of the Interior responsible for overseeing safety and environmental protection in offshore oil and gas operations.
-
C.
Master of Engineering
The Master of Engineering is a postgraduate professional degree focused on advanced engineering coursework and applied research, preparing graduates for specialized technical careers or further doctoral studies.
-
D.
ECE
ECE is the Explicit Congestion Experienced flag used in IP and TCP headers to indicate network congestion without dropping packets, as defined in RFC 3168’s ECN mechanism.
-
E.
School of Engineering
The School of Engineering at Stanford University is a leading engineering institution known for its cutting-edge research, innovation, and influential role in Silicon Valley’s technological development.
- 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: CEng Triple: [Chartered Engineer, isOftenAbbreviatedAs, CEng]
Generated description
CEng is the professional post-nominal title used by Chartered Engineers, typically signifying a high level of competence and recognition in engineering.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: CEng Target entity description: CEng is the professional post-nominal title used by Chartered Engineers, typically signifying a high level of competence and recognition in engineering.
-
A.
ENGM
ENGM is the ICAO airport code for Oslo Airport, Gardermoen, the main international airport serving Norway’s capital region.
-
B.
BSEE
BSEE is a U.S. federal agency within the Department of the Interior responsible for overseeing safety and environmental protection in offshore oil and gas operations.
-
C.
Master of Engineering
The Master of Engineering is a postgraduate professional degree focused on advanced engineering coursework and applied research, preparing graduates for specialized technical careers or further doctoral studies.
-
D.
ECE
ECE is the Explicit Congestion Experienced flag used in IP and TCP headers to indicate network congestion without dropping packets, as defined in RFC 3168’s ECN mechanism.
-
E.
School of Engineering
The School of Engineering at Stanford University is a leading engineering institution known for its cutting-edge research, innovation, and influential role in Silicon Valley’s technological development.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: isOftenAbbreviatedAs Context triple: [Chartered Engineer, isOftenAbbreviatedAs, CEng]
-
A.
isCommonAbbreviation
chosen
Indicates that one term is a widely used shortened or abbreviated form of another term.
-
B.
abbreviationUsedFor
Indicates that a particular shortened form or acronym is used to represent or stand in for a longer term, name, or expression.
-
C.
isUsedInAbbreviation
Indicates that one entity functions as a shortened or abbreviated form of another entity.
-
D.
abbreviation
Indicates that one term is a shortened or contracted form that stands for another, longer expression.
-
E.
isAbbreviation
Indicates that one term is a shortened or abbreviated form of another term.
- F. None of above.
Provenance (6 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_69aed9618b04819081750d979d2af098 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefaca33e4819091957c7915857a42 |
completed | March 9, 2026, 4:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b54c7fd474819097766194ca8d165d |
completed | March 14, 2026, 11:54 a.m. |
| NEDg | Description generation | batch_69b54dd51ef48190974bb190d32016bc |
completed | March 14, 2026, noon |
| NED2 | Entity disambiguation (via description) | batch_69b54e498320819088fea96b83564c69 |
completed | March 14, 2026, 12:02 p.m. |
| PD | Predicate disambiguation | batch_69aef8fc78ec819092d4dab88d85a141 |
completed | March 9, 2026, 4:44 p.m. |
Created at: March 9, 2026, 3:35 p.m.