Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000968

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

0.1

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001151

distance 0.1

#2 · Hingolicell 4770001617

distance 0.144

#3 · Hingolicell 4770001156

distance 0.157

#4 · Hingolicell 4770001096

distance 0.162

#5 · Hingolicell 4770000970

distance 0.166

#6 · Amravaticell 4680004701

distance 0.172 · cross-district

#7 · Hingolicell 4770001450

distance 0.18

#8 · Hingolicell 4770001218

distance 0.185

#9 · Hingolicell 4770001157

distance 0.196

#10 · Hingolicell 4770001561

distance 0.198

#11 · Hingolicell 4770003372

distance 0.2

#12 · Amravaticell 4680002539

distance 0.202 · cross-district

#13 · Amravaticell 4680001597

distance 0.203 · cross-district

#14 · Hingolicell 4770001446

distance 0.206

#15 · Parbhanicell 4890004759

distance 0.209 · cross-district

#16 · Parbhanicell 4890002297

distance 0.211 · cross-district

#17 · Parbhanicell 4890003190

distance 0.211 · cross-district

#18 · Hingolicell 4770001090

distance 0.212

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":4770000968}}}'

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.