Triple
T15122879
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hammoud |
E361210
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Nabil Hammoud
Nabil Hammoud is an individual recognized as a notable bearer of the surname Hammoud.
|
E1150522
|
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: Nabil Hammoud | Statement: [Hammoud, hasNotableBearer, Nabil Hammoud]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nabil Hammoud Context triple: [Hammoud, hasNotableBearer, Nabil Hammoud]
-
A.
Nabil Shaath
Nabil Shaath is a prominent Palestinian politician and diplomat who has held senior roles in the Palestinian Authority, including as foreign minister and negotiator in peace talks with Israel.
-
B.
Hassan Hammoud
Hassan Hammoud is a Lebanese professional footballer known for playing as a midfielder in the Lebanese Premier League.
-
C.
Saad Haddad
Saad Haddad was a Lebanese militia leader and army officer who founded and commanded the Israeli-backed South Lebanon Army during the Lebanese Civil War.
-
D.
Ali Hammoud
Ali Hammoud is a personal name shared by multiple individuals, typically of Arabic origin, and may refer to various people in different professional or cultural contexts.
-
E.
Marwan Hamadeh
Marwan Hamadeh is a Lebanese politician and journalist known for his opposition to Syrian influence in Lebanon and his prominent role in the anti-Syrian March 14 movement.
- 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: Nabil Hammoud Triple: [Hammoud, hasNotableBearer, Nabil Hammoud]
Generated description
Nabil Hammoud is an individual recognized as a notable bearer of the surname Hammoud.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nabil Hammoud Target entity description: Nabil Hammoud is an individual recognized as a notable bearer of the surname Hammoud.
-
A.
Nabil Shaath
Nabil Shaath is a prominent Palestinian politician and diplomat who has held senior roles in the Palestinian Authority, including as foreign minister and negotiator in peace talks with Israel.
-
B.
Hassan Hammoud
Hassan Hammoud is a Lebanese professional footballer known for playing as a midfielder in the Lebanese Premier League.
-
C.
Saad Haddad
Saad Haddad was a Lebanese militia leader and army officer who founded and commanded the Israeli-backed South Lebanon Army during the Lebanese Civil War.
-
D.
Ali Hammoud
Ali Hammoud is a personal name shared by multiple individuals, typically of Arabic origin, and may refer to various people in different professional or cultural contexts.
-
E.
Marwan Hamadeh
Marwan Hamadeh is a Lebanese politician and journalist known for his opposition to Syrian influence in Lebanon and his prominent role in the anti-Syrian March 14 movement.
- 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_69d85a06450081909c5a14ea9851a15e |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e0059f69a881909929a037a0eef702 |
completed | April 15, 2026, 9:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fef88bc8088190a357657c461f761d |
completed | May 9, 2026, 9:04 a.m. |
| NEDg | Description generation | batch_69fefa6394408190a2734c2016f7cee9 |
completed | May 9, 2026, 9:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fefac48df08190ad58e9d455546a57 |
completed | May 9, 2026, 9:13 a.m. |
Created at: April 10, 2026, 3:06 a.m.