Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004415

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 13 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.387

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004691

distance 0.387 · cross-district

#2 · Chandrapurcell 4730003116

distance 0.391

#3 · Beedcell 4700005257

distance 0.409 · cross-district

#4 · Nagpurcell 4840004389

distance 0.411 · cross-district

#5 · Parbhanicell 4890002935

distance 0.412 · cross-district

#6 · Dhulecell 4740000974

distance 0.433 · cross-district

#7 · Nagpurcell 4840004396

distance 0.441 · cross-district

#8 · Yavatmalcell 5000005652

distance 0.445 · cross-district

#9 · Akolacell 4670004277

distance 0.452 · cross-district

#10 · Chandrapurcell 4730003251

distance 0.459

#11 · Laturcell 4810003114

distance 0.46 · cross-district

#12 · Buldhanacell 4720006298

distance 0.462 · cross-district

#13 · Beedcell 4700001324

distance 0.468 · cross-district

#14 · Chandrapurcell 4730003183

distance 0.469

#15 · Amravaticell 4680002279

distance 0.472 · cross-district

#16 · Jalgaoncell 4780008765

distance 0.475 · cross-district

#17 · Sanglicell 4930000013

distance 0.48 · cross-district

#18 · Buldhanacell 4720006990

distance 0.48 · 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":4730004415}}}'

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.