Triple
T12989712
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Julius Berger Nigeria PLC |
E321870
|
entity |
| Predicate | tickerSymbol |
P1447
|
FINISHED |
| Object |
JBERGER
JBERGER is the stock ticker symbol for Julius Berger Nigeria PLC, a major Nigerian construction and engineering company listed on the Nigerian Exchange.
|
E1013016
|
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: JBERGER | Statement: [Julius Berger Nigeria PLC, tickerSymbol, JBERGER]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: JBERGER Context triple: [Julius Berger Nigeria PLC, tickerSymbol, JBERGER]
-
A.
Beger
Beger is a German surname most notably associated with Bruno Beger, an anthropologist involved with Nazi-era racial studies.
-
B.
JBU
JBU is the ICAO airline designator used in flight operations and air traffic control to identify JetBlue Airways.
-
C.
Hertzberger
Hertzberger is a Dutch surname most notably associated with architect Herman Hertzberger, a leading figure in structuralist architecture.
-
D.
Gerberoy
Gerberoy is a picturesque medieval village in northern France, renowned for its flower-filled streets and artistic heritage.
-
E.
Juber
Juber is a surname most notably associated with Laurence Juber, the Grammy-winning English guitarist and former member of Paul McCartney’s band Wings.
- 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: JBERGER Triple: [Julius Berger Nigeria PLC, tickerSymbol, JBERGER]
Generated description
JBERGER is the stock ticker symbol for Julius Berger Nigeria PLC, a major Nigerian construction and engineering company listed on the Nigerian Exchange.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: JBERGER Target entity description: JBERGER is the stock ticker symbol for Julius Berger Nigeria PLC, a major Nigerian construction and engineering company listed on the Nigerian Exchange.
-
A.
Beger
Beger is a German surname most notably associated with Bruno Beger, an anthropologist involved with Nazi-era racial studies.
-
B.
JBU
JBU is the ICAO airline designator used in flight operations and air traffic control to identify JetBlue Airways.
-
C.
Hertzberger
Hertzberger is a Dutch surname most notably associated with architect Herman Hertzberger, a leading figure in structuralist architecture.
-
D.
Gerberoy
Gerberoy is a picturesque medieval village in northern France, renowned for its flower-filled streets and artistic heritage.
-
E.
Juber
Juber is a surname most notably associated with Laurence Juber, the Grammy-winning English guitarist and former member of Paul McCartney’s band Wings.
- 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_69d8076479b8819090afce3591939cdf |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d97e75b9f88190a54372c2a1223a4e |
completed | April 10, 2026, 10:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6b8f942588190b69a3067d5145182 |
completed | May 3, 2026, 2:54 a.m. |
| NEDg | Description generation | batch_69f6b9dcd5cc8190bff5bd153c007866 |
completed | May 3, 2026, 2:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6bb2602848190b9588134c71d0ef4 |
completed | May 3, 2026, 3:04 a.m. |
Created at: April 9, 2026, 8:43 p.m.