Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001734

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

0.217

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680007927

distance 0.217 · cross-district

#2 · Amravaticell 4680002435

distance 0.229 · cross-district

#3 · Nagpurcell 4840007498

distance 0.23 · cross-district

#4 · Nagpurcell 4840007499

distance 0.232 · cross-district

#5 · Amravaticell 4680001573

distance 0.234 · cross-district

#6 · Buldhanacell 4720005998

distance 0.241 · cross-district

#7 · Nagpurcell 4840006473

distance 0.244 · cross-district

#8 · Akolacell 4670000711

distance 0.245 · cross-district

#9 · Hingolicell 4770001402

distance 0.246

#10 · Buldhanacell 4720005922

distance 0.247 · cross-district

#11 · Nagpurcell 4840007585

distance 0.248 · cross-district

#12 · Jalnacell 4790000265

distance 0.253 · cross-district

#13 · Nagpurcell 4840007125

distance 0.253 · cross-district

#14 · Chandrapurcell 4730004145

distance 0.254 · cross-district

#15 · Akolacell 4670004624

distance 0.254 · cross-district

#16 · Gondiacell 4760002114

distance 0.254 · cross-district

#17 · Jalgaoncell 4780006358

distance 0.255 · cross-district

#18 · Akolacell 4670003115

distance 0.256 · 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":4770001734}}}'

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.