Triple
T11531347
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | weapons of mass destruction intelligence controversy |
E273428
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
Curveball (Iraqi defector)
Curveball was the codename for an Iraqi defector whose fabricated claims about mobile biological weapons labs were a key but discredited source for pre-war intelligence used to justify the 2003 invasion of Iraq.
|
E932068
|
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: Curveball (Iraqi defector) | Statement: [weapons of mass destruction intelligence controversy, relatedTo, Curveball (Iraqi defector)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Curveball (Iraqi defector) Context triple: [weapons of mass destruction intelligence controversy, relatedTo, Curveball (Iraqi defector)]
-
A.
Kurd Maverick
Kurd Maverick is a German DJ and house music producer known for his club-oriented remixes and dancefloor hits in the electronic music scene.
-
B.
Ali Kiba
Ali Kiba is a Tanzanian singer and songwriter known as one of East Africa’s leading Bongo Flava artists.
-
C.
Khalaf
Khalaf is an Arabic surname commonly borne by individuals and families across the Middle East and the broader Arab diaspora.
-
D.
Sayyaf
Sayyaf is a surname most prominently associated with Abdul Rasul Sayyaf, an influential Afghan Islamist leader and former mujahideen commander.
-
E.
Al Shux
Al Shux is a British record producer and songwriter best known for his work on hit tracks like Jay-Z and Alicia Keys' "Empire State of Mind" and its sequel.
- 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: Curveball (Iraqi defector) Triple: [weapons of mass destruction intelligence controversy, relatedTo, Curveball (Iraqi defector)]
Generated description
Curveball was the codename for an Iraqi defector whose fabricated claims about mobile biological weapons labs were a key but discredited source for pre-war intelligence used to justify the 2003 invasion of Iraq.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Curveball (Iraqi defector) Target entity description: Curveball was the codename for an Iraqi defector whose fabricated claims about mobile biological weapons labs were a key but discredited source for pre-war intelligence used to justify the 2003 invasion of Iraq.
-
A.
Kurd Maverick
Kurd Maverick is a German DJ and house music producer known for his club-oriented remixes and dancefloor hits in the electronic music scene.
-
B.
Ali Kiba
Ali Kiba is a Tanzanian singer and songwriter known as one of East Africa’s leading Bongo Flava artists.
-
C.
Khalaf
Khalaf is an Arabic surname commonly borne by individuals and families across the Middle East and the broader Arab diaspora.
-
D.
Sayyaf
Sayyaf is a surname most prominently associated with Abdul Rasul Sayyaf, an influential Afghan Islamist leader and former mujahideen commander.
-
E.
Al Shux
Al Shux is a British record producer and songwriter best known for his work on hit tracks like Jay-Z and Alicia Keys' "Empire State of Mind" and its sequel.
- 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_69d6aae3fbec8190a14632a5df2538b6 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8839878948190b170e64629d6f2db |
completed | April 10, 2026, 4:59 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e6856341b481909d2ee71893e6117b |
completed | April 20, 2026, 7:58 p.m. |
| NEDg | Description generation | batch_69e68fd6b6088190b24f552b5afc3f55 |
completed | April 20, 2026, 8:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e6b7d683448190b7557bffd92b3ad6 |
completed | April 20, 2026, 11:33 p.m. |
Created at: April 8, 2026, 9:37 p.m.