Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003129

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 11 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.271

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810003189

distance 0.271 · cross-district

#2 · Nandedcell 4850004220

distance 0.278 · cross-district

#3 · Beedcell 4700006073

distance 0.285 · cross-district

#4 · Beedcell 4700009049

distance 0.294 · cross-district

#5 · Laturcell 4810003085

distance 0.295 · cross-district

#6 · Ahmednagarcell 4660013180

distance 0.295 · cross-district

#7 · Laturcell 4810002983

distance 0.298 · cross-district

#8 · Hingolicell 4770001526

distance 0.302

#9 · Hingolicell 4770003441

distance 0.312

#10 · Jalgaoncell 4780005341

distance 0.316 · cross-district

#11 · Chandrapurcell 4730000181

distance 0.322 · cross-district

#12 · Laturcell 4810005117

distance 0.322 · cross-district

#13 · Ahmednagarcell 4660013178

distance 0.328 · cross-district

#14 · Yavatmalcell 5000002112

distance 0.329 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690000915

distance 0.33 · cross-district

#16 · Washimcell 4990001400

distance 0.333 · cross-district

#17 · Dharashivcell 4880003854

distance 0.335 · cross-district

#18 · Hingolicell 4770003780

distance 0.338

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":4770003129}}}'

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.