Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001332

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

0.176

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001217

distance 0.176

#2 · Hingolicell 4770001274

distance 0.182

#3 · Akolacell 4670003621

distance 0.205 · cross-district

#4 · Jalgaoncell 4780002579

distance 0.209 · cross-district

#5 · Hingolicell 4770001158

distance 0.21

#6 · Hingolicell 4770000909

distance 0.211

#7 · Hingolicell 4770001098

distance 0.212

#8 · Hingolicell 4770001391

distance 0.213

#9 · Hingolicell 4770001392

distance 0.213

#10 · Hingolicell 4770001333

distance 0.216

#11 · Hingolicell 4770003141

distance 0.218

#12 · Akolacell 4670000578

distance 0.218 · cross-district

#13 · Hingolicell 4770001682

distance 0.221

#14 · Akolacell 4670001072

distance 0.221 · cross-district

#15 · Hingolicell 4770001560

distance 0.222

#16 · Buldhanacell 4720008274

distance 0.224 · cross-district

#17 · Amravaticell 4680002855

distance 0.224 · cross-district

#18 · Hingolicell 4770000972

distance 0.226

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":4770001332}}}'

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.