Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003143

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.131

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003299

distance 0.131

#2 · Hingolicell 4770003229

distance 0.172

#3 · Hingolicell 4770003449

distance 0.207

#4 · Amravaticell 4680001784

distance 0.241 · cross-district

#5 · Hingolicell 4770000789

distance 0.241

#6 · Hingolicell 4770003228

distance 0.241

#7 · Amravaticell 4680003374

distance 0.251 · cross-district

#8 · Nagpurcell 4840005622

distance 0.253 · cross-district

#9 · Amravaticell 4680002665

distance 0.256 · cross-district

#10 · Amravaticell 4680003560

distance 0.257 · cross-district

#11 · Amravaticell 4680002843

distance 0.262 · cross-district

#12 · Amravaticell 4680003334

distance 0.268 · cross-district

#13 · Hingolicell 4770001278

distance 0.268

#14 · Parbhanicell 4890005223

distance 0.272 · cross-district

#15 · Akolacell 4670003533

distance 0.273 · cross-district

#16 · Akolacell 4670003383

distance 0.277 · cross-district

#17 · Akolacell 4670002529

distance 0.28 · cross-district

#18 · Parbhanicell 4890005247

distance 0.28 · 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":4770003143}}}'

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.