Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002138

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.191

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002466

distance 0.191

#2 · Parbhanicell 4890002386

distance 0.194

#3 · Parbhanicell 4890002139

distance 0.234

#4 · Laturcell 4810004187

distance 0.265 · cross-district

#5 · Parbhanicell 4890001401

distance 0.266

#6 · Laturcell 4810005534

distance 0.27 · cross-district

#7 · Laturcell 4810005056

distance 0.27 · cross-district

#8 · Parbhanicell 4890001633

distance 0.271

#9 · Laturcell 4810004286

distance 0.273 · cross-district

#10 · Laturcell 4810005395

distance 0.28 · cross-district

#11 · Nandedcell 4850008720

distance 0.299 · cross-district

#12 · Laturcell 4810004589

distance 0.307 · cross-district

#13 · Parbhanicell 4890001712

distance 0.314

#14 · Parbhanicell 4890002048

distance 0.314

#15 · Laturcell 4810005147

distance 0.319 · cross-district

#16 · Laturcell 4810005142

distance 0.32 · cross-district

#17 · Laturcell 4810004967

distance 0.321 · cross-district

#18 · Laturcell 4810003876

distance 0.324 · 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":4890002138}}}'

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.