Triple
T9029723
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Augmented Transition Network |
E216137
|
entity |
| Predicate | extends |
P1244
|
FINISHED |
| Object |
transition network
A transition network is a type of finite-state graph model used to represent and process sequences, such as in computational linguistics for parsing natural language.
|
E772507
|
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: transition network | Statement: [Augmented Transition Network, extends, transition network]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: transition network Context triple: [Augmented Transition Network, extends, transition network]
-
A.
Transition
Transition is a music album by the band The First Edition, known for blending rock and country influences during their late-1960s/early-1970s output.
-
B.
Transmission
"Transmission" is an influential post-punk song by English band Joy Division, renowned for its driving bassline, stark atmosphere, and iconic refrain "Dance, dance, dance, dance, dance to the radio."
-
C.
Transition Center
The Transition Center is a specialized division of the U.S. Foreign Service Institute that prepares U.S. government personnel and their families for assignments, transitions, and reentry related to foreign service.
-
D.
TRN
TRN is the IATA airport code for Turin Airport, the main international airport serving Turin in northern Italy.
-
E.
Transform
Transform is a TensorFlow Extended (TFX) component used for scalable data preprocessing and feature engineering in machine learning pipelines.
- 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: transition network Triple: [Augmented Transition Network, extends, transition network]
Generated description
A transition network is a type of finite-state graph model used to represent and process sequences, such as in computational linguistics for parsing natural language.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: transition network Target entity description: A transition network is a type of finite-state graph model used to represent and process sequences, such as in computational linguistics for parsing natural language.
-
A.
Transition
Transition is a music album by the band The First Edition, known for blending rock and country influences during their late-1960s/early-1970s output.
-
B.
Transmission
"Transmission" is an influential post-punk song by English band Joy Division, renowned for its driving bassline, stark atmosphere, and iconic refrain "Dance, dance, dance, dance, dance to the radio."
-
C.
Transition Center
The Transition Center is a specialized division of the U.S. Foreign Service Institute that prepares U.S. government personnel and their families for assignments, transitions, and reentry related to foreign service.
-
D.
TRN
TRN is the IATA airport code for Turin Airport, the main international airport serving Turin in northern Italy.
-
E.
Transform
Transform is a TensorFlow Extended (TFX) component used for scalable data preprocessing and feature engineering in machine learning pipelines.
- 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_69ca83a5fa88819088144801b4dd7245 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc6a9bcb508190b58751f1772407d4 |
completed | April 1, 2026, 12:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfdbc662208190a3f4e6e593208c5c |
completed | April 3, 2026, 3:24 p.m. |
| NEDg | Description generation | batch_69cfdceaa44c81909384939d651b9a61 |
completed | April 3, 2026, 3:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfdd75761c8190b17f97184ae07810 |
completed | April 3, 2026, 3:32 p.m. |
Created at: March 30, 2026, 7:08 p.m.