Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000466

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

0.199

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850006894

distance 0.199 · cross-district

#2 · Yavatmalcell 5000002374

distance 0.217 · cross-district

#3 · Hingolicell 4770001079

distance 0.255

#4 · Hingolicell 4770001078

distance 0.259

#5 · Sataracell 4940000585

distance 0.26 · cross-district

#6 · Hingolicell 4770001531

distance 0.26

#7 · Hingolicell 4770002137

distance 0.27

#8 · Amravaticell 4680005323

distance 0.271 · cross-district

#9 · Nandedcell 4850003452

distance 0.273 · cross-district

#10 · Hingolicell 4770001169

distance 0.276

#11 · Yavatmalcell 5000002248

distance 0.276 · cross-district

#12 · Chandrapurcell 4730000947

distance 0.282 · cross-district

#13 · Sataracell 4940000413

distance 0.283 · cross-district

#14 · Kolhapurcell 4800005099

distance 0.283 · cross-district

#15 · Nandedcell 4850005159

distance 0.285 · cross-district

#16 · Buldhanacell 4720004778

distance 0.286 · cross-district

#17 · Hingolicell 4770001175

distance 0.286

#18 · Yavatmalcell 5000001713

distance 0.287 · 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":4770000466}}}'

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.