Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003110

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

0.225

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002377

distance 0.225

#2 · Parbhanicell 4890002951

distance 0.257

#3 · Parbhanicell 4890003192

distance 0.363

#4 · Dharashivcell 4880000123

distance 0.366 · cross-district

#5 · Parbhanicell 4890003268

distance 0.37

#6 · Jalgaoncell 4780004538

distance 0.372 · cross-district

#7 · Parbhanicell 4890005253

distance 0.375

#8 · Hingolicell 4770001278

distance 0.38 · cross-district

#9 · Parbhanicell 4890002784

distance 0.381

#10 · Laturcell 4810005229

distance 0.384 · cross-district

#11 · Laturcell 4810005223

distance 0.392 · cross-district

#12 · Akolacell 4670002024

distance 0.395 · cross-district

#13 · Parbhanicell 4890003034

distance 0.397

#14 · Parbhanicell 4890003112

distance 0.398

#15 · Laturcell 4810005385

distance 0.399 · cross-district

#16 · Laturcell 4810005386

distance 0.401 · cross-district

#17 · Parbhanicell 4890002952

distance 0.402

#18 · Laturcell 4810004188

distance 0.404 · 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":4890003110}}}'

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.