Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003988

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 2 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 · Laturcell 4810004170

distance 0.204 · cross-district

#2 · Laturcell 4810004949

distance 0.208 · cross-district

#3 · Laturcell 4810005035

distance 0.214 · cross-district

#4 · Laturcell 4810004664

distance 0.221 · cross-district

#5 · Laturcell 4810004952

distance 0.223 · cross-district

#6 · Laturcell 4810005211

distance 0.239 · cross-district

#7 · Laturcell 4810004758

distance 0.239 · cross-district

#8 · Laturcell 4810004466

distance 0.245 · cross-district

#9 · Parbhanicell 4890001712

distance 0.247 · cross-district

#10 · Laturcell 4810004473

distance 0.248 · cross-district

#11 · Laturcell 4810004665

distance 0.256 · cross-district

#12 · Parbhanicell 4890002373

distance 0.265 · cross-district

#13 · Laturcell 4810004174

distance 0.265 · cross-district

#14 · Laturcell 4810004957

distance 0.271 · cross-district

#15 · Laturcell 4810004668

distance 0.271 · cross-district

#16 · Laturcell 4810003971

distance 0.278 · cross-district

#17 · Laturcell 4810004859

distance 0.278 · cross-district

#18 · Laturcell 4810004959

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":4770003988}}}'

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.