Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002970

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

0.137

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002598

distance 0.137

#2 · Hingolicell 4770002462

distance 0.152

#3 · Hingolicell 4770002874

distance 0.156

#4 · Hingolicell 4770003438

distance 0.156

#5 · Hingolicell 4770002179

distance 0.159

#6 · Hingolicell 4770003124

distance 0.161

#7 · Hingolicell 4770001885

distance 0.163

#8 · Hingolicell 4770002458

distance 0.167

#9 · Hingolicell 4770002873

distance 0.17

#10 · Parbhanicell 4890003978

distance 0.175 · cross-district

#11 · Hingolicell 4770002195

distance 0.176

#12 · Hingolicell 4770003038

distance 0.178

#13 · Hingolicell 4770000488

distance 0.179

#14 · Hingolicell 4770002947

distance 0.189

#15 · Parbhanicell 4890004101

distance 0.189 · cross-district

#16 · Amravaticell 4680005465

distance 0.19 · cross-district

#17 · Hingolicell 4770000435

distance 0.191

#18 · Hingolicell 4770000646

distance 0.191

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":4770002970}}}'

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.