Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000462

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.201

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000502

distance 0.201

#2 · Hingolicell 4770000010

distance 0.219

#3 · Hingolicell 4770000707

distance 0.225

#4 · Hingolicell 4770000451

distance 0.239

#5 · Nandedcell 4850003779

distance 0.242 · cross-district

#6 · Hingolicell 4770000548

distance 0.253

#7 · Yavatmalcell 5000001761

distance 0.255 · cross-district

#8 · Yavatmalcell 5000001569

distance 0.257 · cross-district

#9 · Yavatmalcell 5000002255

distance 0.259 · cross-district

#10 · Chandrapurcell 4730001229

distance 0.26 · cross-district

#11 · Nashikcell 4870004566

distance 0.262 · cross-district

#12 · Jalgaoncell 4780005328

distance 0.262 · cross-district

#13 · Hingolicell 4770000490

distance 0.263

#14 · Beedcell 4700001091

distance 0.263 · cross-district

#15 · Hingolicell 4770000277

distance 0.265

#16 · Ahmednagarcell 4660001052

distance 0.266 · cross-district

#17 · Nandedcell 4850008630

distance 0.266 · cross-district

#18 · Jalgaoncell 4780007952

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":4770000462}}}'

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.