Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003481

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.122

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003084

distance 0.122

#2 · Hingolicell 4770003093

distance 0.122

#3 · Hingolicell 4770002854

distance 0.127

#4 · Hingolicell 4770003092

distance 0.127

#5 · Hingolicell 4770003470

distance 0.128

#6 · Hingolicell 4770003485

distance 0.141

#7 · Hingolicell 4770002694

distance 0.142

#8 · Hingolicell 4770003259

distance 0.144

#9 · Hingolicell 4770003346

distance 0.145

#10 · Hingolicell 4770003484

distance 0.147

#11 · Hingolicell 4770003095

distance 0.149

#12 · Hingolicell 4770003087

distance 0.154

#13 · Hingolicell 4770002858

distance 0.156

#14 · Hingolicell 4770002780

distance 0.161

#15 · Hingolicell 4770003012

distance 0.166

#16 · Hingolicell 4770002697

distance 0.167

#17 · Hingolicell 4770003333

distance 0.167

#18 · Hingolicell 4770002164

distance 0.167

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":4770003481}}}'

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.