Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004485

The MH-36 locality cells most similar to this Parbhani 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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.175

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720005530

distance 0.175 · cross-district

#2 · Parbhanicell 4890004389

distance 0.178

#3 · Buldhanacell 4720004346

distance 0.179 · cross-district

#4 · Jalnacell 4790003840

distance 0.18 · cross-district

#5 · Akolacell 4670000482

distance 0.18 · cross-district

#6 · Jalnacell 4790001810

distance 0.181 · cross-district

#7 · Beedcell 4700008353

distance 0.182 · cross-district

#8 · Parbhanicell 4890004667

distance 0.183

#9 · Solapurcell 4960003689

distance 0.184 · cross-district

#10 · Solapurcell 4960004857

distance 0.186 · cross-district

#11 · Solapurcell 4960003677

distance 0.187 · cross-district

#12 · Parbhanicell 4890004061

distance 0.187

#13 · Solapurcell 4960004404

distance 0.188 · cross-district

#14 · Parbhanicell 4890004388

distance 0.189

#15 · Beedcell 4700003454

distance 0.189 · cross-district

#16 · Buldhanacell 4720005222

distance 0.19 · cross-district

#17 · Solapurcell 4960006026

distance 0.191 · cross-district

#18 · Jalnacell 4790002061

distance 0.192 · 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":489,"cluster_id":4890004485}}}'

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.