Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000861

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.325

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000976

distance 0.325

#2 · Jalgaoncell 4780002108

distance 0.359 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690006731

distance 0.363 · cross-district

#4 · Parbhanicell 4890000985

distance 0.366

#5 · Nashikcell 4870006472

distance 0.375 · cross-district

#6 · Jalgaoncell 4780000396

distance 0.391 · cross-district

#7 · Laturcell 4810006083

distance 0.395 · cross-district

#8 · Dharashivcell 4880005447

distance 0.397 · cross-district

#9 · Parbhanicell 4890000987

distance 0.399

#10 · Jalgaoncell 4780000535

distance 0.403 · cross-district

#11 · Parbhanicell 4890000984

distance 0.403

#12 · Ahmednagarcell 4660014309

distance 0.403 · cross-district

#13 · Jalgaoncell 4780002625

distance 0.408 · cross-district

#14 · Chandrapurcell 4730007213

distance 0.413 · cross-district

#15 · Laturcell 4810005475

distance 0.413 · cross-district

#16 · Parbhanicell 4890000804

distance 0.416

#17 · Parbhanicell 4890000929

distance 0.416

#18 · Jalgaoncell 4780000536

distance 0.42 · 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":4890000861}}}'

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.