Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001117

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

0.126

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000001703

distance 0.126 · cross-district

#2 · Yavatmalcell 5000001567

distance 0.159 · cross-district

#3 · Yavatmalcell 5000001710

distance 0.162 · cross-district

#4 · Yavatmalcell 5000001635

distance 0.163 · cross-district

#5 · Yavatmalcell 5000001448

distance 0.165 · cross-district

#6 · Yavatmalcell 5000002124

distance 0.166 · cross-district

#7 · Hingolicell 4770001055

distance 0.167

#8 · Yavatmalcell 5000001889

distance 0.168 · cross-district

#9 · Hingolicell 4770000827

distance 0.172

#10 · Yavatmalcell 5000001795

distance 0.173 · cross-district

#11 · Yavatmalcell 5000001502

distance 0.177 · cross-district

#12 · Yavatmalcell 5000001563

distance 0.181 · cross-district

#13 · Yavatmalcell 5000001633

distance 0.181 · cross-district

#14 · Yavatmalcell 5000002012

distance 0.181 · cross-district

#15 · Yavatmalcell 5000001634

distance 0.181 · cross-district

#16 · Hingolicell 4770000774

distance 0.183

#17 · Hingolicell 4770001058

distance 0.185

#18 · Yavatmalcell 5000001446

distance 0.186 · cross-district

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":4770001117}}}'

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.