Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000891

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 11 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.255

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810005448

distance 0.255 · cross-district

#2 · Nandedcell 4850004115

distance 0.264 · cross-district

#3 · Nandedcell 4850006005

distance 0.324 · cross-district

#4 · Ahmednagarcell 4660008573

distance 0.324 · cross-district

#5 · Parbhanicell 4890000188

distance 0.337

#6 · Ahmednagarcell 4660008743

distance 0.34 · cross-district

#7 · Solapurcell 4960010339

distance 0.344 · cross-district

#8 · Laturcell 4810005818

distance 0.356 · cross-district

#9 · Ahmednagarcell 4660008414

distance 0.362 · cross-district

#10 · Nandedcell 4850004869

distance 0.368 · cross-district

#11 · Yavatmalcell 5000006269

distance 0.369 · cross-district

#12 · Nagpurcell 4840006522

distance 0.375 · cross-district

#13 · Laturcell 4810005427

distance 0.378 · cross-district

#14 · Dharashivcell 4880003083

distance 0.379 · cross-district

#15 · Beedcell 4700001185

distance 0.383 · cross-district

#16 · Jalnacell 4790004050

distance 0.387 · cross-district

#17 · Dhulecell 4740001257

distance 0.389 · cross-district

#18 · Beedcell 4700007587

distance 0.389 · 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":4890000891}}}'

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.