Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003698

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 12 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.293

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000001373

distance 0.293 · cross-district

#2 · Akolacell 4670001719

distance 0.293 · cross-district

#3 · Jalgaoncell 4780005763

distance 0.294 · cross-district

#4 · Akolacell 4670001229

distance 0.302 · cross-district

#5 · Laturcell 4810003376

distance 0.312 · cross-district

#6 · Jalgaoncell 4780004429

distance 0.323 · cross-district

#7 · Nandedcell 4850001130

distance 0.325 · cross-district

#8 · Ahmednagarcell 4660012380

distance 0.326 · cross-district

#9 · Nandedcell 4850001377

distance 0.331 · cross-district

#10 · Jalgaoncell 4780005232

distance 0.336 · cross-district

#11 · Akolacell 4670002837

distance 0.342 · cross-district

#12 · Dhulecell 4740000765

distance 0.343 · cross-district

#13 · Amravaticell 4680001526

distance 0.345 · cross-district

#14 · Buldhanacell 4720006436

distance 0.347 · cross-district

#15 · Amravaticell 4680002791

distance 0.348 · cross-district

#16 · Parbhanicell 4890001871

distance 0.348 · cross-district

#17 · Solapurcell 4960011337

distance 0.348 · cross-district

#18 · Nashikcell 4870010328

distance 0.353 · 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":4730003698}}}'

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.