Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003167

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.161

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003176

distance 0.161

#2 · Hingolicell 4770002150

distance 0.174

#3 · Hingolicell 4770002772

distance 0.175

#4 · Hingolicell 4770002933

distance 0.189

#5 · Nagpurcell 4840005441

distance 0.205 · cross-district

#6 · Hingolicell 4770003102

distance 0.215

#7 · Nagpurcell 4840005830

distance 0.218 · cross-district

#8 · Hingolicell 4770003401

distance 0.218

#9 · Hingolicell 4770002852

distance 0.219

#10 · Hingolicell 4770003323

distance 0.225

#11 · Nagpurcell 4840006189

distance 0.233 · cross-district

#12 · Nagpurcell 4840004692

distance 0.234 · cross-district

#13 · Nagpurcell 4840004469

distance 0.243 · cross-district

#14 · Nagpurcell 4840004796

distance 0.252 · cross-district

#15 · Hingolicell 4770003164

distance 0.254

#16 · Hingolicell 4770001849

distance 0.255

#17 · Hingolicell 4770002913

distance 0.257

#18 · Hingolicell 4770002568

distance 0.26

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":4770003167}}}'

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.