Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007638

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 11 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.273

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003226

distance 0.273 · cross-district

#2 · Parbhanicell 4890003064

distance 0.302 · cross-district

#3 · Jalgaoncell 4780001013

distance 0.307 · cross-district

#4 · Jalnacell 4790000298

distance 0.311 · cross-district

#5 · Jalnacell 4790003302

distance 0.329 · cross-district

#6 · Beedcell 4700008684

distance 0.336

#7 · Laturcell 4810003421

distance 0.339 · cross-district

#8 · Beedcell 4700008805

distance 0.359

#9 · Dhulecell 4740000153

distance 0.362 · cross-district

#10 · Gadchirolicell 4750004917

distance 0.364 · cross-district

#11 · Beedcell 4700001184

distance 0.366

#12 · Jalnacell 4790003876

distance 0.367 · cross-district

#13 · Wardhacell 4980002242

distance 0.369 · cross-district

#14 · Jalnacell 4790004128

distance 0.371 · cross-district

#15 · Chandrapurcell 4730003614

distance 0.372 · cross-district

#16 · Jalgaoncell 4780005645

distance 0.375 · cross-district

#17 · Buldhanacell 4720003417

distance 0.375 · cross-district

#18 · Dharashivcell 4880002403

distance 0.376 · 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":4700007638}}}'

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.