Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000313

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

0.125

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001369

distance 0.125

#2 · Parbhanicell 4890002440

distance 0.141 · cross-district

#3 · Hingolicell 4770000266

distance 0.145

#4 · Parbhanicell 4890002443

distance 0.147 · cross-district

#5 · Parbhanicell 4890002521

distance 0.151 · cross-district

#6 · Parbhanicell 4890001949

distance 0.151 · cross-district

#7 · Parbhanicell 4890001861

distance 0.152 · cross-district

#8 · Hingolicell 4770003653

distance 0.154

#9 · Parbhanicell 4890001863

distance 0.154 · cross-district

#10 · Hingolicell 4770001329

distance 0.155

#11 · Akolacell 4670000553

distance 0.157 · cross-district

#12 · Washimcell 4990002646

distance 0.159 · cross-district

#13 · Parbhanicell 4890002210

distance 0.16 · cross-district

#14 · Washimcell 4990000827

distance 0.16 · cross-district

#15 · Parbhanicell 4890001779

distance 0.163 · cross-district

#16 · Parbhanicell 4890001951

distance 0.167 · cross-district

#17 · Parbhanicell 4890004664

distance 0.169 · cross-district

#18 · Parbhanicell 4890002211

distance 0.171 · 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":4770000313}}}'

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.