Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001711

The MH-36 locality cells most similar to this Parbhani 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

0.233

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850004140

distance 0.233 · cross-district

#2 · Punecell 4900002953

distance 0.254 · cross-district

#3 · Parbhanicell 4890001708

distance 0.27

#4 · Chandrapurcell 4730004629

distance 0.285 · cross-district

#5 · Nandedcell 4850004609

distance 0.288 · cross-district

#6 · Nagpurcell 4840001706

distance 0.29 · cross-district

#7 · Laturcell 4810002521

distance 0.295 · cross-district

#8 · Nandedcell 4850004207

distance 0.297 · cross-district

#9 · Dharashivcell 4880001128

distance 0.298 · cross-district

#10 · Nagpurcell 4840001467

distance 0.299 · cross-district

#11 · Nagpurcell 4840001384

distance 0.301 · cross-district

#12 · Chandrapurcell 4730002528

distance 0.302 · cross-district

#13 · Beedcell 4700007158

distance 0.303 · cross-district

#14 · Punecell 4900002941

distance 0.303 · cross-district

#15 · Nandedcell 4850004001

distance 0.304 · cross-district

#16 · Jalgaoncell 4780006980

distance 0.305 · cross-district

#17 · Nandedcell 4850002765

distance 0.306 · cross-district

#18 · Laturcell 4810002717

distance 0.308 · 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":489,"cluster_id":4890001711}}}'

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.