Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001416

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.154

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002894

distance 0.154

#2 · Amravaticell 4680002721

distance 0.172 · cross-district

#3 · Washimcell 4990000179

distance 0.179 · cross-district

#4 · Washimcell 4990000891

distance 0.181 · cross-district

#5 · Buldhanacell 4720001604

distance 0.186 · cross-district

#6 · Parbhanicell 4890001409

distance 0.188

#7 · Parbhanicell 4890003558

distance 0.19

#8 · Beedcell 4700003620

distance 0.19 · cross-district

#9 · Parbhanicell 4890003423

distance 0.192

#10 · Parbhanicell 4890005389

distance 0.193

#11 · Jalgaoncell 4780002237

distance 0.193 · cross-district

#12 · Buldhanacell 4720003673

distance 0.193 · cross-district

#13 · Solapurcell 4960001814

distance 0.194 · cross-district

#14 · Beedcell 4700004868

distance 0.195 · cross-district

#15 · Beedcell 4700004997

distance 0.195 · cross-district

#16 · Yavatmalcell 5000002468

distance 0.196 · cross-district

#17 · Buldhanacell 4720001159

distance 0.196 · cross-district

#18 · Parbhanicell 4890003985

distance 0.2

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":4890001416}}}'

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.