Triple
T3419335
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Waze |
E72080
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Ehud Shabtai
Ehud Shabtai is an Israeli software engineer and entrepreneur best known as the co-founder and chief architect of the GPS-based navigation app Waze.
|
E357583
|
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: Ehud Shabtai | Statement: [Waze, foundedBy, Ehud Shabtai]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ehud Shabtai Context triple: [Waze, foundedBy, Ehud Shabtai]
-
A.
Haim-Moshe Shapira
Haim-Moshe Shapira was a prominent Israeli religious Zionist leader and long-serving cabinet minister who played a key role in the founding and early governance of the State of Israel.
-
B.
Mordechai Bentov
Mordechai Bentov was an Israeli politician and signatory of the Israeli Declaration of Independence who served in several ministerial roles in the early years of the state.
-
C.
Eliyahu Sasson
Eliyahu Sasson was an Israeli politician and diplomat who played a significant role in the early political institutions of the State of Israel.
-
D.
Mordechai Namir
Mordechai Namir was an Israeli politician, trade union leader, and longtime mayor of Tel Aviv who played a prominent role in the country’s early labor movement and governance.
-
E.
Giora Feidman
Giora Feidman is an Argentine-born Israeli clarinetist renowned worldwide for his performances and recordings of klezmer and Jewish soul music.
- 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: Ehud Shabtai Triple: [Waze, foundedBy, Ehud Shabtai]
Generated description
Ehud Shabtai is an Israeli software engineer and entrepreneur best known as the co-founder and chief architect of the GPS-based navigation app Waze.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ehud Shabtai Target entity description: Ehud Shabtai is an Israeli software engineer and entrepreneur best known as the co-founder and chief architect of the GPS-based navigation app Waze.
-
A.
Haim-Moshe Shapira
Haim-Moshe Shapira was a prominent Israeli religious Zionist leader and long-serving cabinet minister who played a key role in the founding and early governance of the State of Israel.
-
B.
Mordechai Bentov
Mordechai Bentov was an Israeli politician and signatory of the Israeli Declaration of Independence who served in several ministerial roles in the early years of the state.
-
C.
Eliyahu Sasson
Eliyahu Sasson was an Israeli politician and diplomat who played a significant role in the early political institutions of the State of Israel.
-
D.
Mordechai Namir
Mordechai Namir was an Israeli politician, trade union leader, and longtime mayor of Tel Aviv who played a prominent role in the country’s early labor movement and governance.
-
E.
Giora Feidman
Giora Feidman is an Argentine-born Israeli clarinetist renowned worldwide for his performances and recordings of klezmer and Jewish soul music.
- 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_69ad85ad38e48190b7660c5118a35289 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb94d6808819080997df30119e71e |
completed | March 8, 2026, 6 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b354701e908190a8a7f14ae578fa5d |
completed | March 13, 2026, 12:04 a.m. |
| NEDg | Description generation | batch_69b358c7970881909b20126ba170495d |
completed | March 13, 2026, 12:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b35930c3808190a3d9cbc69a26a1c1 |
completed | March 13, 2026, 12:24 a.m. |
Created at: March 8, 2026, 3:15 p.m.