Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001439

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.141

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001023

distance 0.141

#2 · Hingolicell 4770000844

distance 0.152

#3 · Parbhanicell 4890001958

distance 0.155 · cross-district

#4 · Hingolicell 4770001186

distance 0.156

#5 · Hingolicell 4770000961

distance 0.158

#6 · Hingolicell 4770001122

distance 0.163

#7 · Parbhanicell 4890002040

distance 0.165 · cross-district

#8 · Hingolicell 4770001308

distance 0.167

#9 · Parbhanicell 4890001789

distance 0.167 · cross-district

#10 · Parbhanicell 4890002453

distance 0.169 · cross-district

#11 · Parbhanicell 4890003108

distance 0.17 · cross-district

#12 · Parbhanicell 4890002277

distance 0.17 · cross-district

#13 · Hingolicell 4770000104

distance 0.173

#14 · Hingolicell 4770000895

distance 0.173

#15 · Hingolicell 4770000439

distance 0.173

#16 · Parbhanicell 4890002777

distance 0.173 · cross-district

#17 · Parbhanicell 4890002361

distance 0.175 · cross-district

#18 · Nandedcell 4850004687

distance 0.176 · 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":4770001439}}}'

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.