Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003053

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

0.139

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003217

distance 0.139

#2 · Hingolicell 4770003216

distance 0.148

#3 · Hingolicell 4770003215

distance 0.152

#4 · Buldhanacell 4720000019

distance 0.167 · cross-district

#5 · Hingolicell 4770003221

distance 0.169

#6 · Hingolicell 4770003138

distance 0.17

#7 · Nagpurcell 4840001441

distance 0.173 · cross-district

#8 · Buldhanacell 4720000035

distance 0.179 · cross-district

#9 · Buldhanacell 4720003749

distance 0.179 · cross-district

#10 · Amravaticell 4680001524

distance 0.182 · cross-district

#11 · Yavatmalcell 5000008909

distance 0.183 · cross-district

#12 · Amravaticell 4680001019

distance 0.19 · cross-district

#13 · Amravaticell 4680002078

distance 0.193 · cross-district

#14 · Akolacell 4670000428

distance 0.194 · cross-district

#15 · Jalgaoncell 4780002887

distance 0.194 · cross-district

#16 · Beedcell 4700004837

distance 0.195 · cross-district

#17 · Amravaticell 4680001739

distance 0.195 · cross-district

#18 · Buldhanacell 4720000014

distance 0.196 · 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":4770003053}}}'

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.