Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006050

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.29

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840003791

distance 0.29 · cross-district

#2 · Yavatmalcell 5000002446

distance 0.311 · cross-district

#3 · Chandrapurcell 4730005395

distance 0.316

#4 · Nagpurcell 4840006356

distance 0.319 · cross-district

#5 · Nagpurcell 4840006925

distance 0.321 · cross-district

#6 · Kolhapurcell 4800005835

distance 0.327 · cross-district

#7 · Ahmednagarcell 4660012662

distance 0.329 · cross-district

#8 · Ahmednagarcell 4660012666

distance 0.333 · cross-district

#9 · Kolhapurcell 4800005832

distance 0.335 · cross-district

#10 · Amravaticell 4680006737

distance 0.335 · cross-district

#11 · Kolhapurcell 4800004849

distance 0.336 · cross-district

#12 · Nagpurcell 4840006446

distance 0.336 · cross-district

#13 · Gondiacell 4760000658

distance 0.341 · cross-district

#14 · Chandrapurcell 4730005305

distance 0.341

#15 · Chhatrapati Sambhajinagarcell 4690002776

distance 0.342 · cross-district

#16 · Nagpurcell 4840005210

distance 0.343 · cross-district

#17 · Dhulecell 4740004618

distance 0.343 · cross-district

#18 · Kolhapurcell 4800005373

distance 0.344 · 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":4730006050}}}'

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.