Triple
T20038227
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Janusz Filipiak |
E497336
|
entity |
| Predicate | founded |
P104
|
FINISHED |
| Object |
Comarch
Comarch is a Polish multinational IT company specializing in software and services for telecommunications, finance, and enterprise management.
|
E1406909
|
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: Comarch | Statement: [Janusz Filipiak, founded, Comarch]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Comarch Context triple: [Janusz Filipiak, founded, Comarch]
-
A.
Zenta
Zenta is a historic town in northern Serbia, best known as the site of a decisive 1697 battle between the Habsburg Monarchy and the Ottoman Empire.
-
B.
Argotec
Argotec is an Italian aerospace engineering company specializing in the design and development of small satellites and space systems for scientific and commercial missions.
-
C.
Sogeti
Sogeti is a professional services and technology consulting company specializing in IT and engineering solutions, operating as a subsidiary of Capgemini.
-
D.
Progar
Progar is a suburban village of Belgrade, Serbia, located within the Surčin municipality near the Sava River and surrounded by forests and wetlands.
-
E.
Novarka consortium
Novarka consortium is a French-led joint venture of engineering and construction firms formed to design and build the New Safe Confinement structure over the damaged Chernobyl Nuclear Power Plant reactor.
- 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: Comarch Triple: [Janusz Filipiak, founded, Comarch]
Generated description
Comarch is a Polish multinational IT company specializing in software and services for telecommunications, finance, and enterprise management.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Comarch Target entity description: Comarch is a Polish multinational IT company specializing in software and services for telecommunications, finance, and enterprise management.
-
A.
Zenta
Zenta is a historic town in northern Serbia, best known as the site of a decisive 1697 battle between the Habsburg Monarchy and the Ottoman Empire.
-
B.
Argotec
Argotec is an Italian aerospace engineering company specializing in the design and development of small satellites and space systems for scientific and commercial missions.
-
C.
Sogeti
Sogeti is a professional services and technology consulting company specializing in IT and engineering solutions, operating as a subsidiary of Capgemini.
-
D.
Progar
Progar is a suburban village of Belgrade, Serbia, located within the Surčin municipality near the Sava River and surrounded by forests and wetlands.
-
E.
Novarka consortium
Novarka consortium is a French-led joint venture of engineering and construction firms formed to design and build the New Safe Confinement structure over the damaged Chernobyl Nuclear Power Plant reactor.
- 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_69da627278c88190babe4297a9df1236 |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e662e935ac8190900cdb4f0cfde505 |
completed | April 20, 2026, 5:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a080e39542c8190b94ae9d8212026a8 |
completed | May 16, 2026, 6:27 a.m. |
| NEDg | Description generation | batch_6a080ec9c56481908b69834b5a1ae105 |
completed | May 16, 2026, 6:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a080f6e218c8190b4c7b0d5de9f984c |
completed | May 16, 2026, 6:32 a.m. |
Created at: April 11, 2026, 3:36 p.m.