Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003478

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

0.096

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003408

distance 0.096

#2 · Hingolicell 4770003339

distance 0.119

#3 · Hingolicell 4770002498

distance 0.13

#4 · Hingolicell 4770002093

distance 0.148

#5 · Hingolicell 4770003340

distance 0.166

#6 · Hingolicell 4770003479

distance 0.18

#7 · Hingolicell 4770002100

distance 0.196

#8 · Hingolicell 4770002927

distance 0.197

#9 · Hingolicell 4770002570

distance 0.207

#10 · Hingolicell 4770003409

distance 0.211

#11 · Hingolicell 4770003166

distance 0.213

#12 · Hingolicell 4770002039

distance 0.218

#13 · Hingolicell 4770003169

distance 0.219

#14 · Hingolicell 4770003181

distance 0.219

#15 · Hingolicell 4770003393

distance 0.22

#16 · Hingolicell 4770002430

distance 0.226

#17 · Hingolicell 4770002502

distance 0.227

#18 · Hingolicell 4770002497

distance 0.228

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":4770003478}}}'

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.