Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003452

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 10 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 · Jalnacell 4790001420

distance 0.325 · cross-district

#2 · Punecell 4900001629

distance 0.354 · cross-district

#3 · Dharashivcell 4880002378

distance 0.379 · cross-district

#4 · Buldhanacell 4720001306

distance 0.399 · cross-district

#5 · Jalnacell 4790001347

distance 0.411 · cross-district

#6 · Dharashivcell 4880005223

distance 0.42 · cross-district

#7 · Parbhanicell 4890005354

distance 0.427 · cross-district

#8 · Solapurcell 4960006464

distance 0.439 · cross-district

#9 · Beedcell 4700007164

distance 0.441

#10 · Beedcell 4700007543

distance 0.444

#11 · Solapurcell 4960009367

distance 0.449 · cross-district

#12 · Sataracell 4940001925

distance 0.45 · cross-district

#13 · Beedcell 4700007357

distance 0.458

#14 · Wardhacell 4980003480

distance 0.459 · cross-district

#15 · Solapurcell 4960006192

distance 0.46 · cross-district

#16 · Jalnacell 4790001493

distance 0.46 · cross-district

#17 · Amravaticell 4680006628

distance 0.463 · cross-district

#18 · Amravaticell 4680006203

distance 0.463 · 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":4700003452}}}'

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.