Triple
T20468864
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Badham |
E502129
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
Badham
Badham is a surname most notably associated with John Badham, the British-American film director known for works such as "Saturday Night Fever" and "WarGames."
|
E1432807
|
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: Badham | Statement: [John Badham, familyName, Badham]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Badham Context triple: [John Badham, familyName, Badham]
-
A.
Harohalli
Harohalli is a town in the Indian state of Karnataka, known for its industrial area and proximity to Bengaluru.
-
B.
Hosapete
Hosapete is a city in the Indian state of Karnataka, known as a gateway to the UNESCO World Heritage site of Hampi and for its proximity to major irrigation and hydroelectric projects on the Tungabhadra River.
-
C.
Himmatnagar
Himmatnagar is a town in the Sabarkantha district of Gujarat, India, known as a regional commercial and administrative center.
-
D.
Tathra
Tathra is a coastal town on the Sapphire Coast of New South Wales, Australia, known for its historic wharf, scenic beaches, and fishing.
-
E.
Bidadi
Bidadi is a rapidly developing town near Bengaluru in Karnataka, India, known for its industrial hubs, educational institutions, and popular local eateries.
- 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: Badham Triple: [John Badham, familyName, Badham]
Generated description
Badham is a surname most notably associated with John Badham, the British-American film director known for works such as "Saturday Night Fever" and "WarGames."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Badham Target entity description: Badham is a surname most notably associated with John Badham, the British-American film director known for works such as "Saturday Night Fever" and "WarGames."
-
A.
Harohalli
Harohalli is a town in the Indian state of Karnataka, known for its industrial area and proximity to Bengaluru.
-
B.
Hosapete
Hosapete is a city in the Indian state of Karnataka, known as a gateway to the UNESCO World Heritage site of Hampi and for its proximity to major irrigation and hydroelectric projects on the Tungabhadra River.
-
C.
Himmatnagar
Himmatnagar is a town in the Sabarkantha district of Gujarat, India, known as a regional commercial and administrative center.
-
D.
Tathra
Tathra is a coastal town on the Sapphire Coast of New South Wales, Australia, known for its historic wharf, scenic beaches, and fishing.
-
E.
Bidadi
Bidadi is a rapidly developing town near Bengaluru in Karnataka, India, known for its industrial hubs, educational institutions, and popular local eateries.
- 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_69e0b4ae5f1081908768b0c9a3a0bf38 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6995e71c08190911fadbc433f0f4d |
completed | April 20, 2026, 9:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a088b1a82a88190a5f531c43cdd15cb |
completed | May 16, 2026, 3:19 p.m. |
| NEDg | Description generation | batch_6a088c9b40788190b76ef5c582996d34 |
completed | May 16, 2026, 3:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a088d186a38819085c8809560e94745 |
completed | May 16, 2026, 3:28 p.m. |
Created at: April 16, 2026, 11:33 a.m.