Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890001465

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

0.252

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810005692

distance 0.252 · cross-district

#2 · Ahmednagarcell 4660009627

distance 0.254 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690000537

distance 0.272 · cross-district

#4 · Parbhanicell 4890001717

distance 0.273

#5 · Parbhanicell 4890001386

distance 0.274

#6 · Laturcell 4810005864

distance 0.275 · cross-district

#7 · Parbhanicell 4890001403

distance 0.276

#8 · Laturcell 4810005404

distance 0.277 · cross-district

#9 · Laturcell 4810005897

distance 0.284 · cross-district

#10 · Dharashivcell 4880003713

distance 0.295 · cross-district

#11 · Beedcell 4700007676

distance 0.296 · cross-district

#12 · Laturcell 4810005732

distance 0.302 · cross-district

#13 · Beedcell 4700005453

distance 0.303 · cross-district

#14 · Buldhanacell 4720001503

distance 0.306 · cross-district

#15 · Ahmednagarcell 4660011764

distance 0.306 · cross-district

#16 · Parbhanicell 4890001330

distance 0.308

#17 · Chhatrapati Sambhajinagarcell 4690000546

distance 0.31 · cross-district

#18 · Nandedcell 4850001908

distance 0.313 · 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":4890001465}}}'

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.