Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002939

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.073

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002938

distance 0.073

#2 · Parbhanicell 4890002937

distance 0.146

#3 · Parbhanicell 4890002944

distance 0.179

#4 · Parbhanicell 4890003089

distance 0.202

#5 · Parbhanicell 4890003408

distance 0.204

#6 · Parbhanicell 4890001673

distance 0.214

#7 · Parbhanicell 4890003093

distance 0.219

#8 · Parbhanicell 4890002668

distance 0.221

#9 · Parbhanicell 4890002424

distance 0.225

#10 · Beedcell 4700000735

distance 0.232 · cross-district

#11 · Hingolicell 4770001145

distance 0.232 · cross-district

#12 · Ahmednagarcell 4660010287

distance 0.232 · cross-district

#13 · Parbhanicell 4890002677

distance 0.233

#14 · Hingolicell 4770001610

distance 0.236 · cross-district

#15 · Ahmednagarcell 4660009270

distance 0.237 · cross-district

#16 · Ahmednagarcell 4660012541

distance 0.239 · cross-district

#17 · Ahmednagarcell 4660012394

distance 0.239 · cross-district

#18 · Parbhanicell 4890002417

distance 0.241

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":4890002939}}}'

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.