Triple
T3261170
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ambrolauri |
E68411
|
entity |
| Predicate | airportICAOcode |
P419
|
FINISHED |
| Object |
UGAM
UGAM is the ICAO airport code for Ambrolauri Airport, a regional airport serving the town of Ambrolauri in Georgia.
|
E342855
|
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: UGAM | Statement: [Ambrolauri, airportICAOcode, UGAM]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: UGAM Context triple: [Ambrolauri, airportICAOcode, UGAM]
-
A.
Universitas Muhammadiyah Malang
Universitas Muhammadiyah Malang is a prominent private Islamic university in Malang, Indonesia, affiliated with the Muhammadiyah organization and known for its diverse academic programs and community engagement.
-
B.
Tanjungpura University
Tanjungpura University is a public university in Pontianak, West Kalimantan, Indonesia, known for serving as a major center of higher education in the region.
-
C.
Universitas Negeri Malang
Universitas Negeri Malang is a prominent Indonesian public university known for its strong focus on teacher education and educational sciences.
-
D.
Airlangga University
Airlangga University is a major public research university in Indonesia known for its strong programs in medicine, social sciences, and law.
-
E.
State University of Semarang
State University of Semarang is a public higher education institution in Semarang, Indonesia, known for its teacher education and multidisciplinary academic 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: UGAM Triple: [Ambrolauri, airportICAOcode, UGAM]
Generated description
UGAM is the ICAO airport code for Ambrolauri Airport, a regional airport serving the town of Ambrolauri in Georgia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: UGAM Target entity description: UGAM is the ICAO airport code for Ambrolauri Airport, a regional airport serving the town of Ambrolauri in Georgia.
-
A.
Universitas Muhammadiyah Malang
Universitas Muhammadiyah Malang is a prominent private Islamic university in Malang, Indonesia, affiliated with the Muhammadiyah organization and known for its diverse academic programs and community engagement.
-
B.
Tanjungpura University
Tanjungpura University is a public university in Pontianak, West Kalimantan, Indonesia, known for serving as a major center of higher education in the region.
-
C.
Universitas Negeri Malang
Universitas Negeri Malang is a prominent Indonesian public university known for its strong focus on teacher education and educational sciences.
-
D.
Airlangga University
Airlangga University is a major public research university in Indonesia known for its strong programs in medicine, social sciences, and law.
-
E.
State University of Semarang
State University of Semarang is a public higher education institution in Semarang, Indonesia, known for its teacher education and multidisciplinary academic programs.
- 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_69ad8590444081909e8107a8aeef3a23 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adafa7fea08190b089b6174fd7cd32 |
completed | March 8, 2026, 5:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b28ede248c8190b5a1f9403787361c |
completed | March 12, 2026, 10:01 a.m. |
| NEDg | Description generation | batch_69b2966f189c8190bb56daea54be8a93 |
completed | March 12, 2026, 10:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b2d6c1c65c81909e661c6beaaec9af |
completed | March 12, 2026, 3:07 p.m. |
Created at: March 8, 2026, 3:09 p.m.