Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003036

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

0.13

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003492

distance 0.13

#2 · Hingolicell 4770002243

distance 0.131

#3 · Hingolicell 4770002810

distance 0.159

#4 · Hingolicell 4770003198

distance 0.174

#5 · Hingolicell 4770003199

distance 0.181

#6 · Hingolicell 4770003487

distance 0.183

#7 · Hingolicell 4770002046

distance 0.183

#8 · Akolacell 4670001536

distance 0.186 · cross-district

#9 · Hingolicell 4770003426

distance 0.2

#10 · Amravaticell 4680003240

distance 0.205 · cross-district

#11 · Hingolicell 4770001822

distance 0.208

#12 · Hingolicell 4770001680

distance 0.21

#13 · Hingolicell 4770002715

distance 0.212

#14 · Hingolicell 4770001512

distance 0.213

#15 · Akolacell 4670002523

distance 0.219 · cross-district

#16 · Hingolicell 4770001938

distance 0.221

#17 · Buldhanacell 4720003329

distance 0.222 · cross-district

#18 · Buldhanacell 4720004226

distance 0.222 · 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":4770003036}}}'

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.