Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001821

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.171

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002399

distance 0.171

#2 · Hingolicell 4770001995

distance 0.202

#3 · Hingolicell 4770002000

distance 0.212

#4 · Amravaticell 4680001708

distance 0.221 · cross-district

#5 · Hingolicell 4770002719

distance 0.227

#6 · Akolacell 4670003941

distance 0.228 · cross-district

#7 · Hingolicell 4770002046

distance 0.233

#8 · Hingolicell 4770002066

distance 0.244

#9 · Hingolicell 4770001867

distance 0.248

#10 · Hingolicell 4770002758

distance 0.252

#11 · Hingolicell 4770002248

distance 0.252

#12 · Akolacell 4670003940

distance 0.257 · cross-district

#13 · Buldhanacell 4720003154

distance 0.258 · cross-district

#14 · Buldhanacell 4720003245

distance 0.259 · cross-district

#15 · Hingolicell 4770003069

distance 0.26

#16 · Yavatmalcell 5000002360

distance 0.261 · cross-district

#17 · Hingolicell 4770001979

distance 0.261

#18 · Hingolicell 4770001936

distance 0.263

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":4770001821}}}'

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.