Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001246

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

0.216

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001185

distance 0.216

#2 · Beedcell 4700007086

distance 0.217 · cross-district

#3 · Parbhanicell 4890001254

distance 0.286

#4 · Parbhanicell 4890001127

distance 0.286

#5 · Parbhanicell 4890000803

distance 0.3

#6 · Sanglicell 4930001088

distance 0.305 · cross-district

#7 · Nandedcell 4850004587

distance 0.311 · cross-district

#8 · Beedcell 4700008813

distance 0.33 · cross-district

#9 · Ahmednagarcell 4660009978

distance 0.334 · cross-district

#10 · Yavatmalcell 5000002188

distance 0.335 · cross-district

#11 · Jalgaoncell 4780004364

distance 0.336 · cross-district

#12 · Nandedcell 4850002624

distance 0.337 · cross-district

#13 · Beedcell 4700006976

distance 0.338 · cross-district

#14 · Nandedcell 4850004117

distance 0.338 · cross-district

#15 · Jalgaoncell 4780000536

distance 0.339 · cross-district

#16 · Laturcell 4810001436

distance 0.344 · cross-district

#17 · Beedcell 4700004919

distance 0.35 · cross-district

#18 · Solapurcell 4960012064

distance 0.351 · 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":4890001246}}}'

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.