Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000614

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.263

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850003504

distance 0.263 · cross-district

#2 · Laturcell 4810006145

distance 0.298 · cross-district

#3 · Nandedcell 4850002335

distance 0.298 · cross-district

#4 · Nandedcell 4850001405

distance 0.301 · cross-district

#5 · Parbhanicell 4890000260

distance 0.309

#6 · Parbhanicell 4890000376

distance 0.315

#7 · Nandedcell 4850002272

distance 0.318 · cross-district

#8 · Nandedcell 4850003969

distance 0.32 · cross-district

#9 · Beedcell 4700008265

distance 0.321 · cross-district

#10 · Nandedcell 4850003254

distance 0.326 · cross-district

#11 · Parbhanicell 4890000827

distance 0.327

#12 · Laturcell 4810005561

distance 0.33 · cross-district

#13 · Nandedcell 4850003343

distance 0.33 · cross-district

#14 · Nandedcell 4850003957

distance 0.334 · cross-district

#15 · Nandedcell 4850001912

distance 0.334 · cross-district

#16 · Parbhanicell 4890000839

distance 0.335

#17 · Parbhanicell 4890000397

distance 0.338

#18 · Nandedcell 4850001323

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":4890000614}}}'

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.