Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001466

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.31

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880003897

distance 0.31 · cross-district

#2 · Beedcell 4700007298

distance 0.313 · cross-district

#3 · Parbhanicell 4890001462

distance 0.314

#4 · Parbhanicell 4890001538

distance 0.316

#5 · Parbhanicell 4890001542

distance 0.317

#6 · Laturcell 4810003605

distance 0.319 · cross-district

#7 · Beedcell 4700008952

distance 0.334 · cross-district

#8 · Ahmednagarcell 4660009978

distance 0.346 · cross-district

#9 · Ahmednagarcell 4660009282

distance 0.348 · cross-district

#10 · Dharashivcell 4880002108

distance 0.352 · cross-district

#11 · Dharashivcell 4880002109

distance 0.354 · cross-district

#12 · Ahmednagarcell 4660011119

distance 0.354 · cross-district

#13 · Parbhanicell 4890001248

distance 0.358

#14 · Nandedcell 4850004267

distance 0.362 · cross-district

#15 · Solapurcell 4960002736

distance 0.367 · cross-district

#16 · Parbhanicell 4890001253

distance 0.367

#17 · Laturcell 4810004214

distance 0.373 · cross-district

#18 · Nandedcell 4850004732

distance 0.375 · 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":4890001466}}}'

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.