Triple
T9770688
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Khufu ship |
E237115
|
entity |
| Predicate | discoveredBy |
P412
|
FINISHED |
| Object |
Kamal el-Mallakh
Kamal el-Mallakh was an Egyptian archaeologist best known for unearthing one of the ancient world's most significant finds, the solar barque of Pharaoh Khufu near the Great Pyramid at Giza.
|
E820041
|
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: Kamal el-Mallakh | Statement: [Khufu ship, discoveredBy, Kamal el-Mallakh]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kamal el-Mallakh Context triple: [Khufu ship, discoveredBy, Kamal el-Mallakh]
-
A.
Shukri Ghanem
Shukri Ghanem was a Libyan politician, economist, and former prime minister who played a prominent technocratic role in Muammar Gaddafi’s government before later defecting.
-
B.
Hisham Tawfiq
Hisham Tawfiq is an American actor best known for his role as Dembe Zuma on the television series "The Blacklist."
-
C.
Abbas Fares
Abbas Fares was an Egyptian actor known for his roles in classic mid-20th-century Arabic cinema.
-
D.
Khairat el-Shater
Khairat el-Shater is an Egyptian businessman and leading political figure who served as a chief strategist and deputy leader of the Muslim Brotherhood, playing a central role in its post-2011 political rise.
-
E.
Issam Nassar
Issam Nassar is a Palestinian historian and scholar known for his work on the history of photography in Palestine and the broader Middle East.
- 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: Kamal el-Mallakh Triple: [Khufu ship, discoveredBy, Kamal el-Mallakh]
Generated description
Kamal el-Mallakh was an Egyptian archaeologist best known for unearthing one of the ancient world's most significant finds, the solar barque of Pharaoh Khufu near the Great Pyramid at Giza.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kamal el-Mallakh Target entity description: Kamal el-Mallakh was an Egyptian archaeologist best known for unearthing one of the ancient world's most significant finds, the solar barque of Pharaoh Khufu near the Great Pyramid at Giza.
-
A.
Shukri Ghanem
Shukri Ghanem was a Libyan politician, economist, and former prime minister who played a prominent technocratic role in Muammar Gaddafi’s government before later defecting.
-
B.
Hisham Tawfiq
Hisham Tawfiq is an American actor best known for his role as Dembe Zuma on the television series "The Blacklist."
-
C.
Abbas Fares
Abbas Fares was an Egyptian actor known for his roles in classic mid-20th-century Arabic cinema.
-
D.
Khairat el-Shater
Khairat el-Shater is an Egyptian businessman and leading political figure who served as a chief strategist and deputy leader of the Muslim Brotherhood, playing a central role in its post-2011 political rise.
-
E.
Issam Nassar
Issam Nassar is a Palestinian historian and scholar known for his work on the history of photography in Palestine and the broader Middle East.
- 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_69ca84d831b8819090322686b47887ce |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cda0f1dea08190b89bcc192b068c66 |
completed | April 1, 2026, 10:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1bd0cae548190a2d9b42ea4ecc372 |
completed | April 5, 2026, 1:38 a.m. |
| NEDg | Description generation | batch_69d1be4f81cc819093a80da4025ccc5d |
completed | April 5, 2026, 1:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1beda84d4819089eb9f33824f1c35 |
completed | April 5, 2026, 1:46 a.m. |
Created at: March 30, 2026, 8:26 p.m.