Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003360

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

0.204

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002064

distance 0.204

#2 · Washimcell 4990004272

distance 0.249 · cross-district

#3 · Akolacell 4670003520

distance 0.275 · cross-district

#4 · Parbhanicell 4890004807

distance 0.284 · cross-district

#5 · Buldhanacell 4720003707

distance 0.289 · cross-district

#6 · Parbhanicell 4890005183

distance 0.297 · cross-district

#7 · Akolacell 4670004352

distance 0.298 · cross-district

#8 · Akolacell 4670003070

distance 0.306 · cross-district

#9 · Akolacell 4670001660

distance 0.307 · cross-district

#10 · Hingolicell 4770002246

distance 0.311

#11 · Gondiacell 4760003095

distance 0.311 · cross-district

#12 · Nagpurcell 4840006927

distance 0.314 · cross-district

#13 · Hingolicell 4770001826

distance 0.318

#14 · Hingolicell 4770002248

distance 0.319

#15 · Nagpurcell 4840006709

distance 0.319 · cross-district

#16 · Buldhanacell 4720005130

distance 0.32 · cross-district

#17 · Amravaticell 4680003279

distance 0.32 · cross-district

#18 · Hingolicell 4770002250

distance 0.321

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":4770003360}}}'

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.