Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001458

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.055

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001400

distance 0.055

#2 · Hingolicell 4770001108

distance 0.125

#3 · Hingolicell 4770001049

distance 0.135

#4 · Hingolicell 4770001284

distance 0.15

#5 · Hingolicell 4770001168

distance 0.154

#6 · Hingolicell 4770001347

distance 0.167

#7 · Buldhanacell 4720008055

distance 0.177 · cross-district

#8 · Amravaticell 4680005328

distance 0.187 · cross-district

#9 · Hingolicell 4770001050

distance 0.189

#10 · Amravaticell 4680005458

distance 0.192 · cross-district

#11 · Hingolicell 4770001342

distance 0.196

#12 · Hingolicell 4770001290

distance 0.196

#13 · Hingolicell 4770000988

distance 0.197

#14 · Hingolicell 4770001289

distance 0.197

#15 · Buldhanacell 4720008054

distance 0.198 · cross-district

#16 · Amravaticell 4680005719

distance 0.198 · cross-district

#17 · Amravaticell 4680005329

distance 0.198 · cross-district

#18 · Amravaticell 4680010416

distance 0.201 · 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":4770001458}}}'

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.