Bhārata Strata · Maharashtra · Buldhana · morphological twins

Places like cell 4720003821

The MH-36 locality cells most similar to this Buldhana cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 10 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.295

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720003745

distance 0.295

#2 · Solapurcell 4960010981

distance 0.309 · cross-district

#3 · Punecell 4900002209

distance 0.339 · cross-district

#4 · Chandrapurcell 4730004918

distance 0.355 · cross-district

#5 · Chandrapurcell 4730004727

distance 0.405 · cross-district

#6 · Gadchirolicell 4750000086

distance 0.427 · cross-district

#7 · Gondiacell 4760000711

distance 0.441 · cross-district

#8 · Sanglicell 4930004771

distance 0.448 · cross-district

#9 · Sataracell 4940003258

distance 0.463 · cross-district

#10 · Chandrapurcell 4730004628

distance 0.466 · cross-district

#11 · Punecell 4900002665

distance 0.484 · cross-district

#12 · Nagpurcell 4840006832

distance 0.487 · cross-district

#13 · Gondiacell 4760000770

distance 0.488 · cross-district

#14 · Beedcell 4700000096

distance 0.499 · cross-district

#15 · Buldhanacell 4720004000

distance 0.501

#16 · Nagpurcell 4840006725

distance 0.51 · cross-district

#17 · Beedcell 4700007634

distance 0.513 · cross-district

#18 · Buldhanacell 4720004879

distance 0.519

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":472,"cluster_id":4720003821}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.