Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000003

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.226

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850003591

distance 0.226 · cross-district

#2 · Laturcell 4810004813

distance 0.23 · cross-district

#3 · Nandedcell 4850003595

distance 0.233 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690002640

distance 0.249 · cross-district

#5 · Nandedcell 4850003270

distance 0.25 · cross-district

#6 · Jalnacell 4790000297

distance 0.253 · cross-district

#7 · Nandedcell 4850001665

distance 0.253 · cross-district

#8 · Ahmednagarcell 4660008742

distance 0.254 · cross-district

#9 · Laturcell 4810002146

distance 0.255 · cross-district

#10 · Nandedcell 4850003165

distance 0.258 · cross-district

#11 · Laturcell 4810003706

distance 0.259 · cross-district

#12 · Laturcell 4810006009

distance 0.259 · cross-district

#13 · Beedcell 4700007934

distance 0.26 · cross-district

#14 · Nandedcell 4850003351

distance 0.262 · cross-district

#15 · Ahmednagarcell 4660011409

distance 0.263 · cross-district

#16 · Ahmednagarcell 4660007715

distance 0.263 · cross-district

#17 · Ahmednagarcell 4660007805

distance 0.264 · cross-district

#18 · Parbhanicell 4890000080

distance 0.267 · 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":4770000003}}}'

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.