Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003536

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.575

lower = more alike (weighted)

The twins, closest first

#1 · Akolacell 4670004239

distance 0.575 · cross-district

#2 · Mumbai Suburbancell 4830000003

distance 0.661 · cross-district

#3 · Hingolicell 4770002376

distance 0.661 · cross-district

#4 · Jalnacell 4790003956

distance 0.709 · cross-district

#5 · Nagpurcell 4840003466

distance 0.715 · cross-district

#6 · Raigadcell 4910003912

distance 0.732 · cross-district

#7 · Mumbai Suburbancell 4830000002

distance 0.742 · cross-district

#8 · Raigadcell 4910005576

distance 0.751 · cross-district

#9 · Raigadcell 4910004702

distance 0.77 · cross-district

#10 · Thanecell 4970000275

distance 0.781 · cross-district

#11 · Buldhanacell 4720006927

distance 0.786 · cross-district

#12 · Chandrapurcell 4730003537

distance 0.802

#13 · Raigadcell 4910003911

distance 0.806 · cross-district

#14 · Thanecell 4970001040

distance 0.81 · cross-district

#15 · Jalgaoncell 4780005208

distance 0.825 · cross-district

#16 · Nashikcell 4870002332

distance 0.827 · cross-district

#17 · Nagpurcell 4840003468

distance 0.832 · cross-district

#18 · Raigadcell 4910005674

distance 0.837 · 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":4730003536}}}'

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.