Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002985

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.192

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006826

distance 0.192 · cross-district

#2 · Beedcell 4700006149

distance 0.204 · cross-district

#3 · Parbhanicell 4890003734

distance 0.206

#4 · Beedcell 4700005817

distance 0.206 · cross-district

#5 · Beedcell 4700006945

distance 0.208 · cross-district

#6 · Beedcell 4700005721

distance 0.211 · cross-district

#7 · Parbhanicell 4890000626

distance 0.217

#8 · Dharashivcell 4880005207

distance 0.218 · cross-district

#9 · Jalnacell 4790001937

distance 0.219 · cross-district

#10 · Jalnacell 4790000975

distance 0.22 · cross-district

#11 · Akolacell 4670000882

distance 0.22 · cross-district

#12 · Ahmednagarcell 4660010275

distance 0.22 · cross-district

#13 · Beedcell 4700007698

distance 0.221 · cross-district

#14 · Parbhanicell 4890003497

distance 0.221

#15 · Sanglicell 4930005772

distance 0.227 · cross-district

#16 · Solapurcell 4960000982

distance 0.227 · cross-district

#17 · Nandedcell 4850000593

distance 0.228 · cross-district

#18 · Solapurcell 4960006595

distance 0.228 · 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":4890002985}}}'

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.