Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001708

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.193

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000005217

distance 0.193 · cross-district

#2 · Yavatmalcell 5000005538

distance 0.195 · cross-district

#3 · Washimcell 4990000247

distance 0.199 · cross-district

#4 · Hingolicell 4770004012

distance 0.199

#5 · Yavatmalcell 5000006140

distance 0.203 · cross-district

#6 · Washimcell 4990002885

distance 0.204 · cross-district

#7 · Yavatmalcell 5000005038

distance 0.205 · cross-district

#8 · Yavatmalcell 5000001063

distance 0.21 · cross-district

#9 · Nandedcell 4850007913

distance 0.212 · cross-district

#10 · Washimcell 4990000452

distance 0.215 · cross-district

#11 · Washimcell 4990002127

distance 0.217 · cross-district

#12 · Yavatmalcell 5000005544

distance 0.218 · cross-district

#13 · Hingolicell 4770001600

distance 0.22

#14 · Yavatmalcell 5000009620

distance 0.22 · cross-district

#15 · Nandedcell 4850000508

distance 0.222 · cross-district

#16 · Hingolicell 4770001721

distance 0.222

#17 · Washimcell 4990004034

distance 0.228 · cross-district

#18 · Yavatmalcell 5000009633

distance 0.229 · 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":4770001708}}}'

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.