Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000129

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.148

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000128

distance 0.148

#2 · Parbhanicell 4890002613

distance 0.166 · cross-district

#3 · Parbhanicell 4890002366

distance 0.168 · cross-district

#4 · Parbhanicell 4890002291

distance 0.179 · cross-district

#5 · Parbhanicell 4890001945

distance 0.18 · cross-district

#6 · Parbhanicell 4890001952

distance 0.181 · cross-district

#7 · Parbhanicell 4890002035

distance 0.183 · cross-district

#8 · Parbhanicell 4890002604

distance 0.186 · cross-district

#9 · Nandedcell 4850007759

distance 0.199 · cross-district

#10 · Parbhanicell 4890001704

distance 0.2 · cross-district

#11 · Nandedcell 4850007123

distance 0.201 · cross-district

#12 · Hingolicell 4770000158

distance 0.203

#13 · Hingolicell 4770002137

distance 0.211

#14 · Hingolicell 4770001597

distance 0.211

#15 · Parbhanicell 4890004022

distance 0.216 · cross-district

#16 · Parbhanicell 4890003093

distance 0.218 · cross-district

#17 · Hingolicell 4770000935

distance 0.22

#18 · Hingolicell 4770000191

distance 0.22

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":4770000129}}}'

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.