Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004417

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.163

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960002172

distance 0.163 · cross-district

#2 · Solapurcell 4960002713

distance 0.168 · cross-district

#3 · Parbhanicell 4890004215

distance 0.183

#4 · Solapurcell 4960001669

distance 0.184 · cross-district

#5 · Parbhanicell 4890004665

distance 0.185

#6 · Solapurcell 4960004111

distance 0.188 · cross-district

#7 · Solapurcell 4960002710

distance 0.191 · cross-district

#8 · Solapurcell 4960001336

distance 0.192 · cross-district

#9 · Buldhanacell 4720007242

distance 0.193 · cross-district

#10 · Solapurcell 4960002712

distance 0.193 · cross-district

#11 · Solapurcell 4960001561

distance 0.194 · cross-district

#12 · Solapurcell 4960003274

distance 0.195 · cross-district

#13 · Parbhanicell 4890004421

distance 0.198

#14 · Solapurcell 4960001439

distance 0.2 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690008746

distance 0.201 · cross-district

#16 · Buldhanacell 4720005087

distance 0.201 · cross-district

#17 · Jalnacell 4790002736

distance 0.201 · cross-district

#18 · Solapurcell 4960001552

distance 0.202 · 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":4890004417}}}'

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.