Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002078

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.07

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002200

distance 0.07

#2 · Hingolicell 4770000547

distance 0.099

#3 · Yavatmalcell 5000001232

distance 0.112 · cross-district

#4 · Yavatmalcell 5000000956

distance 0.113 · cross-district

#5 · Hingolicell 4770000993

distance 0.121

#6 · Yavatmalcell 5000001121

distance 0.121 · cross-district

#7 · Hingolicell 4770001613

distance 0.125

#8 · Hingolicell 4770000438

distance 0.134

#9 · Yavatmalcell 5000001122

distance 0.135 · cross-district

#10 · Hingolicell 4770002206

distance 0.136

#11 · Hingolicell 4770000599

distance 0.138

#12 · Hingolicell 4770000323

distance 0.138

#13 · Yavatmalcell 5000001009

distance 0.138 · cross-district

#14 · Hingolicell 4770003818

distance 0.139

#15 · Hingolicell 4770000649

distance 0.14

#16 · Hingolicell 4770001762

distance 0.143

#17 · Hingolicell 4770001414

distance 0.146

#18 · Hingolicell 4770000161

distance 0.147

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":4770002078}}}'

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.