Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730001952

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 10 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.266

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002450

distance 0.266

#2 · Jalgaoncell 4780004184

distance 0.282 · cross-district

#3 · Wardhacell 4980002567

distance 0.336 · cross-district

#4 · Chandrapurcell 4730002033

distance 0.347

#5 · Solapurcell 4960011101

distance 0.35 · cross-district

#6 · Akolacell 4670002570

distance 0.352 · cross-district

#7 · Wardhacell 4980002843

distance 0.354 · cross-district

#8 · Amravaticell 4680002690

distance 0.379 · cross-district

#9 · Nagpurcell 4840004497

distance 0.38 · cross-district

#10 · Laturcell 4810002949

distance 0.381 · cross-district

#11 · Jalgaoncell 4780005604

distance 0.381 · cross-district

#12 · Bhandaracell 4710002513

distance 0.382 · cross-district

#13 · Solapurcell 4960010648

distance 0.387 · cross-district

#14 · Laturcell 4810003050

distance 0.391 · cross-district

#15 · Amravaticell 4680001946

distance 0.392 · cross-district

#16 · Akolacell 4670001773

distance 0.398 · cross-district

#17 · Nagpurcell 4840003000

distance 0.398 · cross-district

#18 · Buldhanacell 4720006367

distance 0.399 · 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":4730001952}}}'

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.