Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001253

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

0.229

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001537

distance 0.229

#2 · Parbhanicell 4890001317

distance 0.246

#3 · Beedcell 4700008949

distance 0.259 · cross-district

#4 · Nandedcell 4850004731

distance 0.29 · cross-district

#5 · Beedcell 4700008953

distance 0.292 · cross-district

#6 · Dharashivcell 4880001597

distance 0.292 · cross-district

#7 · Nandedcell 4850004313

distance 0.295 · cross-district

#8 · Parbhanicell 4890001462

distance 0.304

#9 · Nandedcell 4850003142

distance 0.305 · cross-district

#10 · Ahmednagarcell 4660005610

distance 0.306 · cross-district

#11 · Parbhanicell 4890001538

distance 0.309

#12 · Solapurcell 4960002878

distance 0.31 · cross-district

#13 · Nandedcell 4850002621

distance 0.311 · cross-district

#14 · Parbhanicell 4890001461

distance 0.313

#15 · Beedcell 4700001302

distance 0.317 · cross-district

#16 · Beedcell 4700008947

distance 0.322 · cross-district

#17 · Parbhanicell 4890001318

distance 0.328

#18 · Parbhanicell 4890000811

distance 0.33

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":4890001253}}}'

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.