Bhārata Strata · Maharashtra · Buldhana · morphological twins

Places like cell 4720004877

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 9 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.178

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720004953

distance 0.178

#2 · Dharashivcell 4880003787

distance 0.21 · cross-district

#3 · Dharashivcell 4880003722

distance 0.212 · cross-district

#4 · Dharashivcell 4880000840

distance 0.213 · cross-district

#5 · Parbhanicell 4890005447

distance 0.217 · cross-district

#6 · Buldhanacell 4720005308

distance 0.222

#7 · Washimcell 4990000430

distance 0.222 · cross-district

#8 · Nandedcell 4850000347

distance 0.225 · cross-district

#9 · Washimcell 4990001322

distance 0.232 · cross-district

#10 · Dharashivcell 4880001357

distance 0.232 · cross-district

#11 · Dharashivcell 4880000841

distance 0.236 · cross-district

#12 · Washimcell 4990001190

distance 0.237 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690001876

distance 0.24 · cross-district

#14 · Dharashivcell 4880003659

distance 0.242 · cross-district

#15 · Dharashivcell 4880003723

distance 0.25 · cross-district

#16 · Nagpurcell 4840008046

distance 0.256 · cross-district

#17 · Solapurcell 4960011388

distance 0.259 · cross-district

#18 · Beedcell 4700007269

distance 0.262 · cross-district

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":4720004877}}}'

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.