Triple
T4168647
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dungeon Family |
E84504
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Khujo
Khujo is an American rapper best known as a member of the hip hop group Goodie Mob and the Atlanta-based musical collective Dungeon Family.
|
E416773
|
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: Khujo | Statement: [Dungeon Family, hasMember, Khujo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Khujo Context triple: [Dungeon Family, hasMember, Khujo]
-
A.
Mahjoor
Mahjoor was a renowned Kashmiri poet celebrated for revitalizing modern Kashmiri literature and expressing the social and cultural aspirations of the Kashmiri people.
-
B.
Gojal
Gojal is a high-altitude region in northern Pakistan’s Gilgit-Baltistan, known for its dramatic Karakoram mountain landscapes, glacial lakes, and Wakhi-speaking communities.
-
C.
Numaish Chowrangi
Numaish Chowrangi is a major traffic intersection and commercial area in central Karachi, Pakistan, known as a key gateway to the city’s downtown and nearby civic landmarks.
-
D.
Sachal
Sachal is the honorific name of Sachal Sarmast, an 18th–19th century Sindhi Sufi poet and mystic renowned for his multilingual poetry and message of spiritual unity.
-
E.
Miranshah
Miranshah was a son of the Turco-Mongol conqueror Timur (Tamerlane) who served as one of his key governors and military commanders in the Timurid Empire.
- 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: Khujo Triple: [Dungeon Family, hasMember, Khujo]
Generated description
Khujo is an American rapper best known as a member of the hip hop group Goodie Mob and the Atlanta-based musical collective Dungeon Family.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Khujo Target entity description: Khujo is an American rapper best known as a member of the hip hop group Goodie Mob and the Atlanta-based musical collective Dungeon Family.
-
A.
Mahjoor
Mahjoor was a renowned Kashmiri poet celebrated for revitalizing modern Kashmiri literature and expressing the social and cultural aspirations of the Kashmiri people.
-
B.
Gojal
Gojal is a high-altitude region in northern Pakistan’s Gilgit-Baltistan, known for its dramatic Karakoram mountain landscapes, glacial lakes, and Wakhi-speaking communities.
-
C.
Numaish Chowrangi
Numaish Chowrangi is a major traffic intersection and commercial area in central Karachi, Pakistan, known as a key gateway to the city’s downtown and nearby civic landmarks.
-
D.
Sachal
Sachal is the honorific name of Sachal Sarmast, an 18th–19th century Sindhi Sufi poet and mystic renowned for his multilingual poetry and message of spiritual unity.
-
E.
Miranshah
Miranshah was a son of the Turco-Mongol conqueror Timur (Tamerlane) who served as one of his key governors and military commanders in the Timurid Empire.
- 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_69aed932cab48190b80ffe35f7029ae1 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af02c573788190a60ab3f83b07a6f6 |
completed | March 9, 2026, 5:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b57f4c2c988190959496cc0cc31cac |
completed | March 14, 2026, 3:31 p.m. |
| NEDg | Description generation | batch_69b57fe89ed0819089d7e56568755b1c |
completed | March 14, 2026, 3:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5805cb7e88190b2f6ed6a18de9319 |
completed | March 14, 2026, 3:35 p.m. |
Created at: March 9, 2026, 3:44 p.m.