Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002190

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.277

lower = more alike (weighted)

The twins, closest first

#1 · Akolacell 4670001927

distance 0.277 · cross-district

#2 · Amravaticell 4680003090

distance 0.292 · cross-district

#3 · Jalgaoncell 4780005629

distance 0.295 · cross-district

#4 · Nagpurcell 4840002806

distance 0.301 · cross-district

#5 · Nagpurcell 4840002902

distance 0.316 · cross-district

#6 · Akolacell 4670001770

distance 0.317 · cross-district

#7 · Akolacell 4670002551

distance 0.318 · cross-district

#8 · Buldhanacell 4720006014

distance 0.32 · cross-district

#9 · Amravaticell 4680002991

distance 0.322 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690003024

distance 0.326 · cross-district

#11 · Jalnacell 4790000260

distance 0.326 · cross-district

#12 · Beedcell 4700000491

distance 0.327 · cross-district

#13 · Nagpurcell 4840006605

distance 0.33 · cross-district

#14 · Kolhapurcell 4800005051

distance 0.331 · cross-district

#15 · Akolacell 4670001910

distance 0.331 · cross-district

#16 · Akolacell 4670000991

distance 0.332 · cross-district

#17 · Amravaticell 4680001918

distance 0.332 · cross-district

#18 · Hingolicell 4770001945

distance 0.334

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":4770002190}}}'

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.