Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001098

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.106

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001158

distance 0.106

#2 · Amravaticell 4680007513

distance 0.181 · cross-district

#3 · Hingolicell 4770001332

distance 0.212

#4 · Hingolicell 4770001094

distance 0.216

#5 · Beedcell 4700009014

distance 0.22 · cross-district

#6 · Amravaticell 4680007663

distance 0.221 · cross-district

#7 · Akolacell 4670000578

distance 0.222 · cross-district

#8 · Akolacell 4670000450

distance 0.225 · cross-district

#9 · Hingolicell 4770001219

distance 0.229

#10 · Jalgaoncell 4780002574

distance 0.229 · cross-district

#11 · Nagpurcell 4840007620

distance 0.231 · cross-district

#12 · Amravaticell 4680001668

distance 0.233 · cross-district

#13 · Buldhanacell 4720005848

distance 0.234 · cross-district

#14 · Washimcell 4990000086

distance 0.237 · cross-district

#15 · Washimcell 4990003755

distance 0.237 · cross-district

#16 · Hingolicell 4770001034

distance 0.237

#17 · Akolacell 4670003247

distance 0.238 · cross-district

#18 · Parbhanicell 4890002541

distance 0.24 · 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":4770001098}}}'

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.