Bhārata Strata · Maharashtra · Yavatmal · morphological twins

Places like cell 5000002172

The MH-36 locality cells most similar to this Yavatmal 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

0.21

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790002889

distance 0.21 · cross-district

#2 · Chandrapurcell 4730004136

distance 0.221 · cross-district

#3 · Beedcell 4700006662

distance 0.225 · cross-district

#4 · Beedcell 4700006301

distance 0.23 · cross-district

#5 · Jalnacell 4790000168

distance 0.231 · cross-district

#6 · Beedcell 4700007644

distance 0.232 · cross-district

#7 · Buldhanacell 4720002689

distance 0.232 · cross-district

#8 · Beedcell 4700004928

distance 0.233 · cross-district

#9 · Jalnacell 4790004090

distance 0.234 · cross-district

#10 · Buldhanacell 4720001180

distance 0.234 · cross-district

#11 · Laturcell 4810003691

distance 0.239 · cross-district

#12 · Nandedcell 4850008571

distance 0.239 · cross-district

#13 · Yavatmalcell 5000002457

distance 0.24

#14 · Gadchirolicell 4750011828

distance 0.245 · cross-district

#15 · Parbhanicell 4890004000

distance 0.246 · cross-district

#16 · Beedcell 4700004932

distance 0.247 · cross-district

#17 · Nandedcell 4850008460

distance 0.248 · cross-district

#18 · Yavatmalcell 5000002888

distance 0.248

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":500,"cluster_id":5000002172}}}'

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.