Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001514

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.179

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001593

distance 0.179

#2 · Parbhanicell 4890001597

distance 0.221

#3 · Parbhanicell 4890001685

distance 0.228

#4 · Parbhanicell 4890001747

distance 0.23

#5 · Parbhanicell 4890002343

distance 0.236

#6 · Parbhanicell 4890002096

distance 0.236

#7 · Laturcell 4810003410

distance 0.24 · cross-district

#8 · Solapurcell 4960012291

distance 0.241 · cross-district

#9 · Solapurcell 4960012451

distance 0.243 · cross-district

#10 · Parbhanicell 4890002108

distance 0.244

#11 · Parbhanicell 4890001766

distance 0.244

#12 · Parbhanicell 4890003520

distance 0.246

#13 · Parbhanicell 4890001771

distance 0.25

#14 · Amravaticell 4680009181

distance 0.251 · cross-district

#15 · Jalnacell 4790004066

distance 0.251 · cross-district

#16 · Solapurcell 4960010341

distance 0.251 · cross-district

#17 · Parbhanicell 4890002416

distance 0.252

#18 · Parbhanicell 4890001441

distance 0.256

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":4890001514}}}'

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.