Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005953

The MH-36 locality cells most similar to this Beed 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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.235

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960006462

distance 0.235 · cross-district

#2 · Beedcell 4700008760

distance 0.275

#3 · Ahmednagarcell 4660010253

distance 0.291 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690000003

distance 0.295 · cross-district

#5 · Beedcell 4700008767

distance 0.295

#6 · Beedcell 4700003650

distance 0.3

#7 · Solapurcell 4960005459

distance 0.301 · cross-district

#8 · Beedcell 4700008062

distance 0.306

#9 · Dhulecell 4740004395

distance 0.309 · cross-district

#10 · Ahmednagarcell 4660010085

distance 0.309 · cross-district

#11 · Amravaticell 4680002925

distance 0.316 · cross-district

#12 · Beedcell 4700007725

distance 0.32

#13 · Jalgaoncell 4780007311

distance 0.32 · cross-district

#14 · Ahmednagarcell 4660014449

distance 0.321 · cross-district

#15 · Parbhanicell 4890001576

distance 0.323 · cross-district

#16 · Jalnacell 4790000054

distance 0.325 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690000718

distance 0.328 · cross-district

#18 · Ahmednagarcell 4660010254

distance 0.33 · 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":470,"cluster_id":4700005953}}}'

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.