Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880003276

The MH-36 locality cells most similar to this Dharashiv 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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.296

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002082

distance 0.296 · cross-district

#2 · Dharashivcell 4880002951

distance 0.31

#3 · Beedcell 4700008335

distance 0.331 · cross-district

#4 · Dharashivcell 4880005503

distance 0.338

#5 · Beedcell 4700002862

distance 0.343 · cross-district

#6 · Kolhapurcell 4800005375

distance 0.349 · cross-district

#7 · Sanglicell 4930002936

distance 0.374 · cross-district

#8 · Buldhanacell 4720002725

distance 0.376 · cross-district

#9 · Laturcell 4810005426

distance 0.376 · cross-district

#10 · Solapurcell 4960004761

distance 0.385 · cross-district

#11 · Ahmednagarcell 4660005605

distance 0.386 · cross-district

#12 · Dhulecell 4740001678

distance 0.387 · cross-district

#13 · Ahmednagarcell 4660000830

distance 0.39 · cross-district

#14 · Ahmednagarcell 4660008413

distance 0.394 · cross-district

#15 · Kolhapurcell 4800004255

distance 0.402 · cross-district

#16 · Solapurcell 4960001357

distance 0.407 · cross-district

#17 · Dhulecell 4740003077

distance 0.408 · cross-district

#18 · Sanglicell 4930000351

distance 0.409 · 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":488,"cluster_id":4880003276}}}'

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.