Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002639

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 11 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.206

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960003551

distance 0.206 · cross-district

#2 · Beedcell 4700003659

distance 0.223 · cross-district

#3 · Beedcell 4700003661

distance 0.24 · cross-district

#4 · Hingolicell 4770000491

distance 0.262 · cross-district

#5 · Nagpurcell 4840006338

distance 0.262 · cross-district

#6 · Beedcell 4700007368

distance 0.267 · cross-district

#7 · Beedcell 4700002187

distance 0.267 · cross-district

#8 · Laturcell 4810000250

distance 0.267 · cross-district

#9 · Beedcell 4700005700

distance 0.269 · cross-district

#10 · Yavatmalcell 5000004811

distance 0.272 · cross-district

#11 · Jalgaoncell 4780000266

distance 0.274 · cross-district

#12 · Jalnacell 4790001625

distance 0.275 · cross-district

#13 · Wardhacell 4980004239

distance 0.277 · cross-district

#14 · Beedcell 4700007873

distance 0.283 · cross-district

#15 · Ahmednagarcell 4660001157

distance 0.288 · cross-district

#16 · Beedcell 4700003215

distance 0.289 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690001593

distance 0.289 · cross-district

#18 · Yavatmalcell 5000004104

distance 0.291 · 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":4890002639}}}'

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.