Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001945

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

0.294

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001046

distance 0.294

#2 · Nagpurcell 4840006006

distance 0.295 · cross-district

#3 · Nagpurcell 4840008354

distance 0.3 · cross-district

#4 · Buldhanacell 4720003611

distance 0.307 · cross-district

#5 · Akolacell 4670002348

distance 0.313 · cross-district

#6 · Jalgaoncell 4780009399

distance 0.313 · cross-district

#7 · Amravaticell 4680001358

distance 0.313 · cross-district

#8 · Buldhanacell 4720006689

distance 0.314 · cross-district

#9 · Nagpurcell 4840006461

distance 0.315 · cross-district

#10 · Nagpurcell 4840005099

distance 0.325 · cross-district

#11 · Nagpurcell 4840006913

distance 0.325 · cross-district

#12 · Buldhanacell 4720006688

distance 0.328 · cross-district

#13 · Sanglicell 4930004953

distance 0.331 · cross-district

#14 · Ahmednagarcell 4660005697

distance 0.333 · cross-district

#15 · Amravaticell 4680002232

distance 0.333 · cross-district

#16 · Sataracell 4940002623

distance 0.334 · cross-district

#17 · Hingolicell 4770002190

distance 0.334

#18 · Sataracell 4940003009

distance 0.335 · 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":4770001945}}}'

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.