Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001812

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.247

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680004502

distance 0.247 · cross-district

#2 · Amravaticell 4680004597

distance 0.268 · cross-district

#3 · Amravaticell 4680004118

distance 0.271 · cross-district

#4 · Akolacell 4670003512

distance 0.272 · cross-district

#5 · Amravaticell 4680004301

distance 0.273 · cross-district

#6 · Chandrapurcell 4730001890

distance 0.274 · cross-district

#7 · Buldhanacell 4720007877

distance 0.274 · cross-district

#8 · Ahmednagarcell 4660013544

distance 0.28 · cross-district

#9 · Hingolicell 4770003610

distance 0.286

#10 · Buldhanacell 4720008086

distance 0.299 · cross-district

#11 · Hingolicell 4770002333

distance 0.303

#12 · Amravaticell 4680004396

distance 0.309 · cross-district

#13 · Hingolicell 4770003966

distance 0.312

#14 · Nandedcell 4850000054

distance 0.313 · cross-district

#15 · Buldhanacell 4720007838

distance 0.316 · cross-district

#16 · Akolacell 4670003584

distance 0.318 · cross-district

#17 · Nandedcell 4850000123

distance 0.318 · cross-district

#18 · Sataracell 4940002804

distance 0.319 · 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":4770001812}}}'

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.