Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003112

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.256

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002701

distance 0.256

#2 · Bhandaracell 4710000772

distance 0.261 · cross-district

#3 · Laturcell 4810005454

distance 0.279 · cross-district

#4 · Yavatmalcell 5000001627

distance 0.311 · cross-district

#5 · Hingolicell 4770004027

distance 0.318 · cross-district

#6 · Parbhanicell 4890001796

distance 0.319

#7 · Chandrapurcell 4730003574

distance 0.321 · cross-district

#8 · Parbhanicell 4890003343

distance 0.326

#9 · Parbhanicell 4890001803

distance 0.328

#10 · Dharashivcell 4880000123

distance 0.332 · cross-district

#11 · Parbhanicell 4890002540

distance 0.332

#12 · Parbhanicell 4890003272

distance 0.347

#13 · Laturcell 4810003980

distance 0.347 · cross-district

#14 · Parbhanicell 4890003116

distance 0.348

#15 · Parbhanicell 4890003476

distance 0.349

#16 · Parbhanicell 4890003539

distance 0.35

#17 · Washimcell 4990000669

distance 0.351 · cross-district

#18 · Laturcell 4810004488

distance 0.353 · 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":4890003112}}}'

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.