Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001399

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.24

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850003226

distance 0.24 · cross-district

#2 · Parbhanicell 4890001329

distance 0.26

#3 · Nandedcell 4850008566

distance 0.279 · cross-district

#4 · Beedcell 4700007184

distance 0.285 · cross-district

#5 · Nandedcell 4850005181

distance 0.299 · cross-district

#6 · Laturcell 4810002022

distance 0.304 · cross-district

#7 · Nandedcell 4850003243

distance 0.314 · cross-district

#8 · Yavatmalcell 5000007188

distance 0.315 · cross-district

#9 · Jalnacell 4790002050

distance 0.315 · cross-district

#10 · Nandedcell 4850002326

distance 0.316 · cross-district

#11 · Yavatmalcell 5000003278

distance 0.318 · cross-district

#12 · Beedcell 4700006959

distance 0.319 · cross-district

#13 · Ahmednagarcell 4660009806

distance 0.324 · cross-district

#14 · Yavatmalcell 5000000945

distance 0.327 · cross-district

#15 · Washimcell 4990002982

distance 0.329 · cross-district

#16 · Parbhanicell 4890002543

distance 0.331

#17 · Nandedcell 4850002682

distance 0.332 · cross-district

#18 · Nandedcell 4850002532

distance 0.337 · 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":4890001399}}}'

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.