Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003246

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.293

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880004430

distance 0.293 · cross-district

#2 · Beedcell 4700002269

distance 0.294

#3 · Beedcell 4700002554

distance 0.299

#4 · Ahmednagarcell 4660008231

distance 0.31 · cross-district

#5 · Washimcell 4990000960

distance 0.324 · cross-district

#6 · Beedcell 4700003067

distance 0.328

#7 · Dhulecell 4740001042

distance 0.328 · cross-district

#8 · Dhulecell 4740000651

distance 0.328 · cross-district

#9 · Beedcell 4700003602

distance 0.331

#10 · Washimcell 4990002749

distance 0.332 · cross-district

#11 · Beedcell 4700003751

distance 0.334

#12 · Ahmednagarcell 4660009377

distance 0.336 · cross-district

#13 · Ahmednagarcell 4660007623

distance 0.337 · cross-district

#14 · Washimcell 4990002521

distance 0.341 · cross-district

#15 · Beedcell 4700003613

distance 0.342

#16 · Ahmednagarcell 4660007473

distance 0.348 · cross-district

#17 · Punecell 4900005266

distance 0.353 · cross-district

#18 · Dharashivcell 4880005640

distance 0.353 · 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":4700003246}}}'

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.