Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001461

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.166

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001537

distance 0.166

#2 · Parbhanicell 4890001317

distance 0.19

#3 · Nandedcell 4850004797

distance 0.222 · cross-district

#4 · Dharashivcell 4880004657

distance 0.268 · cross-district

#5 · Nandedcell 4850004590

distance 0.279 · cross-district

#6 · Parbhanicell 4890001538

distance 0.301

#7 · Dharashivcell 4880005447

distance 0.301 · cross-district

#8 · Washimcell 4990002942

distance 0.301 · cross-district

#9 · Beedcell 4700008677

distance 0.302 · cross-district

#10 · Parbhanicell 4890001253

distance 0.313

#11 · Beedcell 4700008724

distance 0.315 · cross-district

#12 · Laturcell 4810004317

distance 0.316 · cross-district

#13 · Laturcell 4810005190

distance 0.322 · cross-district

#14 · Parbhanicell 4890001462

distance 0.326

#15 · Parbhanicell 4890001243

distance 0.33

#16 · Parbhanicell 4890001178

distance 0.337

#17 · Beedcell 4700008969

distance 0.339 · cross-district

#18 · Beedcell 4700008850

distance 0.339 · 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":4890001461}}}'

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.