Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001407

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

0.204

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003104

distance 0.204

#2 · Hingolicell 4770001340

distance 0.213

#3 · Hingolicell 4770001572

distance 0.214

#4 · Chandrapurcell 4730000967

distance 0.215 · cross-district

#5 · Amravaticell 4680004786

distance 0.217 · cross-district

#6 · Amravaticell 4680004878

distance 0.22 · cross-district

#7 · Hingolicell 4770001689

distance 0.222

#8 · Akolacell 4670004387

distance 0.232 · cross-district

#9 · Amravaticell 4680004876

distance 0.235 · cross-district

#10 · Amravaticell 4680005595

distance 0.237 · cross-district

#11 · Hingolicell 4770002953

distance 0.241

#12 · Hingolicell 4770000383

distance 0.243

#13 · Hingolicell 4770002666

distance 0.245

#14 · Hingolicell 4770001577

distance 0.245

#15 · Hingolicell 4770003029

distance 0.245

#16 · Hingolicell 4770000433

distance 0.248

#17 · Hingolicell 4770003349

distance 0.249

#18 · Hingolicell 4770003455

distance 0.249

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":4770001407}}}'

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.