Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003772

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 7 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.164

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990004000

distance 0.164 · cross-district

#2 · Nandedcell 4850000709

distance 0.18 · cross-district

#3 · Washimcell 4990004169

distance 0.185 · cross-district

#4 · Hingolicell 4770001543

distance 0.194

#5 · Nandedcell 4850000485

distance 0.195 · cross-district

#6 · Washimcell 4990001125

distance 0.198 · cross-district

#7 · Washimcell 4990000937

distance 0.198 · cross-district

#8 · Washimcell 4990002481

distance 0.2 · cross-district

#9 · Washimcell 4990004146

distance 0.203 · cross-district

#10 · Buldhanacell 4720003572

distance 0.209 · cross-district

#11 · Amravaticell 4680000868

distance 0.21 · cross-district

#12 · Washimcell 4990004147

distance 0.214 · cross-district

#13 · Washimcell 4990000855

distance 0.215 · cross-district

#14 · Nandedcell 4850000419

distance 0.216 · cross-district

#15 · Akolacell 4670001461

distance 0.217 · cross-district

#16 · Hingolicell 4770003820

distance 0.218

#17 · Dharashivcell 4880005014

distance 0.219 · cross-district

#18 · Amravaticell 4680000277

distance 0.219 · 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":4770003772}}}'

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.