Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005482

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 13 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.205

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001491

distance 0.205

#2 · Amravaticell 4680008395

distance 0.228 · cross-district

#3 · Parbhanicell 4890001493

distance 0.236

#4 · Akolacell 4670004590

distance 0.237 · cross-district

#5 · Parbhanicell 4890004772

distance 0.241

#6 · Beedcell 4700000002

distance 0.243 · cross-district

#7 · Nagpurcell 4840007104

distance 0.259 · cross-district

#8 · Washimcell 4990002219

distance 0.266 · cross-district

#9 · Buldhanacell 4720002636

distance 0.268 · cross-district

#10 · Buldhanacell 4720007744

distance 0.27 · cross-district

#11 · Dharashivcell 4880000773

distance 0.272 · cross-district

#12 · Wardhacell 4980000761

distance 0.273 · cross-district

#13 · Nandedcell 4850009043

distance 0.276 · cross-district

#14 · Akolacell 4670004643

distance 0.277 · cross-district

#15 · Solapurcell 4960005463

distance 0.278 · cross-district

#16 · Yavatmalcell 5000006426

distance 0.28 · cross-district

#17 · Buldhanacell 4720007210

distance 0.282 · cross-district

#18 · Chandrapurcell 4730004980

distance 0.282 · 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":4890005482}}}'

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.