Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001955

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.166

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001954

distance 0.166

#2 · Hingolicell 4770002400

distance 0.188 · cross-district

#3 · Nandedcell 4850007261

distance 0.19 · cross-district

#4 · Hingolicell 4770003727

distance 0.194 · cross-district

#5 · Parbhanicell 4890002287

distance 0.201

#6 · Washimcell 4990000851

distance 0.209 · cross-district

#7 · Hingolicell 4770000674

distance 0.214 · cross-district

#8 · Jalnacell 4790002028

distance 0.215 · cross-district

#9 · Parbhanicell 4890001703

distance 0.216

#10 · Washimcell 4990001417

distance 0.219 · cross-district

#11 · Washimcell 4990000114

distance 0.222 · cross-district

#12 · Parbhanicell 4890002607

distance 0.224

#13 · Laturcell 4810005291

distance 0.227 · cross-district

#14 · Nandedcell 4850000209

distance 0.229 · cross-district

#15 · Parbhanicell 4890002449

distance 0.229

#16 · Chandrapurcell 4730002606

distance 0.229 · cross-district

#17 · Akolacell 4670001171

distance 0.23 · cross-district

#18 · Jalgaoncell 4780005650

distance 0.23 · 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":4890001955}}}'

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.