Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001545

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.177

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990001202

distance 0.177 · cross-district

#2 · Hingolicell 4770001553

distance 0.18

#3 · Nandedcell 4850007458

distance 0.181 · cross-district

#4 · Hingolicell 4770001610

distance 0.195

#5 · Yavatmalcell 5000001226

distance 0.202 · cross-district

#6 · Yavatmalcell 5000003258

distance 0.205 · cross-district

#7 · Parbhanicell 4890003091

distance 0.206 · cross-district

#8 · Yavatmalcell 5000002498

distance 0.206 · cross-district

#9 · Hingolicell 4770000611

distance 0.207

#10 · Hingolicell 4770003602

distance 0.208

#11 · Hingolicell 4770001246

distance 0.211

#12 · Hingolicell 4770000811

distance 0.212

#13 · Nandedcell 4850006885

distance 0.213 · cross-district

#14 · Washimcell 4990001599

distance 0.216 · cross-district

#15 · Washimcell 4990001863

distance 0.217 · cross-district

#16 · Dharashivcell 4880000971

distance 0.217 · cross-district

#17 · Washimcell 4990001681

distance 0.218 · cross-district

#18 · Nandedcell 4850000523

distance 0.219 · 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":477,"cluster_id":4770001545}}}'

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.