Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002037

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

0.118

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002289

distance 0.118

#2 · Parbhanicell 4890002780

distance 0.14

#3 · Parbhanicell 4890001868

distance 0.154

#4 · Parbhanicell 4890002043

distance 0.158

#5 · Parbhanicell 4890002286

distance 0.164

#6 · Parbhanicell 4890001959

distance 0.167

#7 · Parbhanicell 4890002195

distance 0.174

#8 · Nagpurcell 4840002816

distance 0.175 · cross-district

#9 · Parbhanicell 4890002290

distance 0.177

#10 · Nandedcell 4850002464

distance 0.177 · cross-district

#11 · Parbhanicell 4890002029

distance 0.178

#12 · Washimcell 4990002867

distance 0.179 · cross-district

#13 · Amravaticell 4680001233

distance 0.18 · cross-district

#14 · Nandedcell 4850002370

distance 0.181 · cross-district

#15 · Parbhanicell 4890001694

distance 0.182

#16 · Nagpurcell 4840002715

distance 0.184 · cross-district

#17 · Nagpurcell 4840001542

distance 0.186 · cross-district

#18 · Nandedcell 4850000804

distance 0.188 · 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":4890002037}}}'

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.