Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003603

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.211

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000913

distance 0.211 · cross-district

#2 · Parbhanicell 4890003089

distance 0.212

#3 · Parbhanicell 4890003406

distance 0.216

#4 · Parbhanicell 4890001673

distance 0.232

#5 · Beedcell 4700004151

distance 0.233 · cross-district

#6 · Jalnacell 4790000513

distance 0.237 · cross-district

#7 · Parbhanicell 4890002944

distance 0.24

#8 · Beedcell 4700006416

distance 0.245 · cross-district

#9 · Parbhanicell 4890003385

distance 0.248

#10 · Akolacell 4670004305

distance 0.249 · cross-district

#11 · Parbhanicell 4890003475

distance 0.25

#12 · Parbhanicell 4890003760

distance 0.252

#13 · Hingolicell 4770000199

distance 0.253 · cross-district

#14 · Wardhacell 4980004003

distance 0.258 · cross-district

#15 · Jalgaoncell 4780005603

distance 0.259 · cross-district

#16 · Akolacell 4670004376

distance 0.26 · cross-district

#17 · Parbhanicell 4890003036

distance 0.26

#18 · Amravaticell 4680000330

distance 0.262 · 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":4890003603}}}'

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.