Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000728

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.244

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000729

distance 0.244

#2 · Hingolicell 4770000845

distance 0.245

#3 · Jalnacell 4790000131

distance 0.255 · cross-district

#4 · Parbhanicell 4890002041

distance 0.261 · cross-district

#5 · Jalnacell 4790000297

distance 0.263 · cross-district

#6 · Ahmednagarcell 4660001228

distance 0.264 · cross-district

#7 · Nandedcell 4850007465

distance 0.266 · cross-district

#8 · Ahmednagarcell 4660009439

distance 0.268 · cross-district

#9 · Ahmednagarcell 4660014167

distance 0.273 · cross-district

#10 · Hingolicell 4770001222

distance 0.275

#11 · Ahmednagarcell 4660014187

distance 0.275 · cross-district

#12 · Yavatmalcell 5000003085

distance 0.276 · cross-district

#13 · Nandedcell 4850003591

distance 0.277 · cross-district

#14 · Washimcell 4990001103

distance 0.279 · cross-district

#15 · Washimcell 4990001857

distance 0.279 · cross-district

#16 · Solapurcell 4960004802

distance 0.28 · cross-district

#17 · Nashikcell 4870003298

distance 0.28 · cross-district

#18 · Ahmednagarcell 4660014267

distance 0.281 · 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":4770000728}}}'

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.