Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003821

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.142

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003779

distance 0.142

#2 · Washimcell 4990002826

distance 0.165 · cross-district

#3 · Washimcell 4990000254

distance 0.169 · cross-district

#4 · Dharashivcell 4880000551

distance 0.189 · cross-district

#5 · Washimcell 4990004210

distance 0.189 · cross-district

#6 · Dharashivcell 4880001038

distance 0.19 · cross-district

#7 · Washimcell 4990002137

distance 0.192 · cross-district

#8 · Yavatmalcell 5000011266

distance 0.194 · cross-district

#9 · Yavatmalcell 5000011128

distance 0.199 · cross-district

#10 · Beedcell 4700007156

distance 0.203 · cross-district

#11 · Dharashivcell 4880000555

distance 0.204 · cross-district

#12 · Laturcell 4810000918

distance 0.205 · cross-district

#13 · Washimcell 4990004128

distance 0.211 · cross-district

#14 · Washimcell 4990002744

distance 0.212 · cross-district

#15 · Jalgaoncell 4780004493

distance 0.213 · cross-district

#16 · Hingolicell 4770003626

distance 0.213

#17 · Amravaticell 4680000265

distance 0.214 · cross-district

#18 · Washimcell 4990002170

distance 0.215 · 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":4770003821}}}'

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.