Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000014

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.147

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850005404

distance 0.147 · cross-district

#2 · Nandedcell 4850003179

distance 0.161 · cross-district

#3 · Beedcell 4700008428

distance 0.172 · cross-district

#4 · Nandedcell 4850003444

distance 0.174 · cross-district

#5 · Nandedcell 4850003181

distance 0.177 · cross-district

#6 · Nandedcell 4850003348

distance 0.185 · cross-district

#7 · Yavatmalcell 5000000394

distance 0.189 · cross-district

#8 · Nandedcell 4850001144

distance 0.196 · cross-district

#9 · Nandedcell 4850001393

distance 0.198 · cross-district

#10 · Nandedcell 4850005098

distance 0.198 · cross-district

#11 · Nandedcell 4850004964

distance 0.199 · cross-district

#12 · Nandedcell 4850001145

distance 0.199 · cross-district

#13 · Nandedcell 4850004059

distance 0.199 · cross-district

#14 · Nandedcell 4850004915

distance 0.201 · cross-district

#15 · Nandedcell 4850001211

distance 0.202 · cross-district

#16 · Nandedcell 4850005164

distance 0.203 · cross-district

#17 · Parbhanicell 4890001384

distance 0.205 · cross-district

#18 · Nandedcell 4850006698

distance 0.207 · 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":4770000014}}}'

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.