Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000014

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.216

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850004936

distance 0.216 · cross-district

#2 · Parbhanicell 4890001396

distance 0.237

#3 · Dharashivcell 4880005900

distance 0.243 · cross-district

#4 · Dharashivcell 4880001506

distance 0.245 · cross-district

#5 · Nandedcell 4850004388

distance 0.258 · cross-district

#6 · Beedcell 4700002353

distance 0.259 · cross-district

#7 · Beedcell 4700001352

distance 0.261 · cross-district

#8 · Laturcell 4810005928

distance 0.262 · cross-district

#9 · Solapurcell 4960006187

distance 0.263 · cross-district

#10 · Laturcell 4810004420

distance 0.265 · cross-district

#11 · Dharashivcell 4880003965

distance 0.265 · cross-district

#12 · Beedcell 4700004629

distance 0.267 · cross-district

#13 · Dharashivcell 4880003010

distance 0.268 · cross-district

#14 · Solapurcell 4960006037

distance 0.269 · cross-district

#15 · Beedcell 4700000847

distance 0.269 · cross-district

#16 · Nandedcell 4850004461

distance 0.271 · cross-district

#17 · Ahmednagarcell 4660008420

distance 0.271 · cross-district

#18 · Beedcell 4700006978

distance 0.273 · 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":4890000014}}}'

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.