Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000254

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.166

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000256

distance 0.166

#2 · Nandedcell 4850003753

distance 0.215 · cross-district

#3 · Nandedcell 4850005203

distance 0.233 · cross-district

#4 · Nandedcell 4850003842

distance 0.233 · cross-district

#5 · Nandedcell 4850005407

distance 0.245 · cross-district

#6 · Nandedcell 4850003609

distance 0.251 · cross-district

#7 · Nandedcell 4850003085

distance 0.253 · cross-district

#8 · Hingolicell 4770000046

distance 0.253

#9 · Parbhanicell 4890001308

distance 0.255 · cross-district

#10 · Nandedcell 4850003836

distance 0.257 · cross-district

#11 · Hingolicell 4770000349

distance 0.258

#12 · Nandedcell 4850004374

distance 0.264 · cross-district

#13 · Nandedcell 4850003150

distance 0.265 · cross-district

#14 · Beedcell 4700007866

distance 0.266 · cross-district

#15 · Nandedcell 4850004900

distance 0.268 · cross-district

#16 · Laturcell 4810005265

distance 0.268 · cross-district

#17 · Beedcell 4700008838

distance 0.268 · cross-district

#18 · Nandedcell 4850002756

distance 0.271 · 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":4770000254}}}'

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.