Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001965

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

0.132

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840001357

distance 0.132 · cross-district

#2 · Parbhanicell 4890002862

distance 0.145

#3 · Parbhanicell 4890002774

distance 0.149

#4 · Hingolicell 4770000492

distance 0.157 · cross-district

#5 · Parbhanicell 4890001944

distance 0.17

#6 · Parbhanicell 4890002776

distance 0.171

#7 · Nandedcell 4850000417

distance 0.172 · cross-district

#8 · Hingolicell 4770000438

distance 0.172 · cross-district

#9 · Parbhanicell 4890001947

distance 0.174

#10 · Hingolicell 4770000223

distance 0.174 · cross-district

#11 · Nandedcell 4850001500

distance 0.177 · cross-district

#12 · Nagpurcell 4840006801

distance 0.178 · cross-district

#13 · Parbhanicell 4890002605

distance 0.179

#14 · Jalnacell 4790000510

distance 0.179 · cross-district

#15 · Parbhanicell 4890001877

distance 0.18

#16 · Parbhanicell 4890002450

distance 0.18

#17 · Jalgaoncell 4780005199

distance 0.181 · cross-district

#18 · Jalgaoncell 4780006638

distance 0.182 · 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":4890001965}}}'

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.