Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003033

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

0.057

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001993

distance 0.057

#2 · Hingolicell 4770003504

distance 0.058

#3 · Hingolicell 4770003107

distance 0.059

#4 · Hingolicell 4770003503

distance 0.061

#5 · Hingolicell 4770003502

distance 0.068

#6 · Hingolicell 4770003034

distance 0.07

#7 · Hingolicell 4770001934

distance 0.083

#8 · Hingolicell 4770003192

distance 0.086

#9 · Hingolicell 4770003040

distance 0.095

#10 · Hingolicell 4770003290

distance 0.104

#11 · Yavatmalcell 5000001993

distance 0.106 · cross-district

#12 · Hingolicell 4770002600

distance 0.106

#13 · Hingolicell 4770002008

distance 0.112

#14 · Hingolicell 4770002005

distance 0.112

#15 · Hingolicell 4770003425

distance 0.113

#16 · Hingolicell 4770003209

distance 0.115

#17 · Hingolicell 4770003043

distance 0.115

#18 · Hingolicell 4770002456

distance 0.115

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":4770003033}}}'

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.