Bhārata Strata · Maharashtra · Dhule · morphological twins

Places like cell 4740001258

The MH-36 locality cells most similar to this Dhule 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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.312

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880004262

distance 0.312 · cross-district

#2 · Nashikcell 4870012514

distance 0.319 · cross-district

#3 · Beedcell 4700004628

distance 0.324 · cross-district

#4 · Beedcell 4700004572

distance 0.335 · cross-district

#5 · Beedcell 4700005808

distance 0.338 · cross-district

#6 · Beedcell 4700002904

distance 0.34 · cross-district

#7 · Nashikcell 4870013304

distance 0.34 · cross-district

#8 · Dhulecell 4740000865

distance 0.343

#9 · Dhulecell 4740000955

distance 0.344

#10 · Ahmednagarcell 4660004409

distance 0.345 · cross-district

#11 · Beedcell 4700005544

distance 0.345 · cross-district

#12 · Kolhapurcell 4800005362

distance 0.347 · cross-district

#13 · Nashikcell 4870012347

distance 0.353 · cross-district

#14 · Ahmednagarcell 4660005663

distance 0.356 · cross-district

#15 · Beedcell 4700006524

distance 0.357 · cross-district

#16 · Dhulecell 4740001580

distance 0.359

#17 · Dhulecell 4740000538

distance 0.361

#18 · Ahmednagarcell 4660008062

distance 0.364 · 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":474,"cluster_id":4740001258}}}'

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.