Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002983

The MH-36 locality cells most similar to this Chandrapur 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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.232

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003568

distance 0.232

#2 · Dhulecell 4740000447

distance 0.302 · cross-district

#3 · Solapurcell 4960004607

distance 0.303 · cross-district

#4 · Laturcell 4810001505

distance 0.303 · cross-district

#5 · Akolacell 4670001678

distance 0.304 · cross-district

#6 · Gadchirolicell 4750009102

distance 0.317 · cross-district

#7 · Amravaticell 4680002683

distance 0.32 · cross-district

#8 · Nashikcell 4870011802

distance 0.322 · cross-district

#9 · Solapurcell 4960004914

distance 0.323 · cross-district

#10 · Solapurcell 4960010648

distance 0.323 · cross-district

#11 · Jalgaoncell 4780006056

distance 0.324 · cross-district

#12 · Amravaticell 4680002789

distance 0.329 · cross-district

#13 · Sanglicell 4930000339

distance 0.339 · cross-district

#14 · Akolacell 4670003041

distance 0.342 · cross-district

#15 · Nashikcell 4870013109

distance 0.342 · cross-district

#16 · Amravaticell 4680002690

distance 0.343 · cross-district

#17 · Amravaticell 4680001435

distance 0.344 · cross-district

#18 · Yavatmalcell 5000009990

distance 0.345 · 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":473,"cluster_id":4730002983}}}'

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.