Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003109

The MH-36 locality cells most similar to this Hingoli 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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.176

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002252

distance 0.176

#2 · Hingolicell 4770002795

distance 0.18

#3 · Hingolicell 4770002249

distance 0.197

#4 · Hingolicell 4770001828

distance 0.198

#5 · Parbhanicell 4890003977

distance 0.213 · cross-district

#6 · Hingolicell 4770003429

distance 0.236

#7 · Hingolicell 4770002188

distance 0.236

#8 · Hingolicell 4770003030

distance 0.242

#9 · Parbhanicell 4890004602

distance 0.244 · cross-district

#10 · Hingolicell 4770001744

distance 0.245

#11 · Hingolicell 4770000469

distance 0.248

#12 · Hingolicell 4770002681

distance 0.253

#13 · Hingolicell 4770003202

distance 0.257

#14 · Hingolicell 4770002002

distance 0.26

#15 · Hingolicell 4770003037

distance 0.262

#16 · Hingolicell 4770002873

distance 0.268

#17 · Hingolicell 4770002586

distance 0.273

#18 · Hingolicell 4770001576

distance 0.275

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":477,"cluster_id":4770003109}}}'

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.