Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003028

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

0.287

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002384

distance 0.287

#2 · Chandrapurcell 4730003531

distance 0.298

#3 · Chandrapurcell 4730002835

distance 0.301

#4 · Amravaticell 4680002991

distance 0.304 · cross-district

#5 · Kolhapurcell 4800004862

distance 0.307 · cross-district

#6 · Chandrapurcell 4730003686

distance 0.332

#7 · Nagpurcell 4840003555

distance 0.337 · cross-district

#8 · Kolhapurcell 4800004761

distance 0.338 · cross-district

#9 · Yavatmalcell 5000003608

distance 0.34 · cross-district

#10 · Nandedcell 4850005416

distance 0.34 · cross-district

#11 · Nagpurcell 4840005847

distance 0.341 · cross-district

#12 · Kolhapurcell 4800004933

distance 0.341 · cross-district

#13 · Yavatmalcell 5000006408

distance 0.344 · cross-district

#14 · Akolacell 4670002086

distance 0.345 · cross-district

#15 · Dhulecell 4740005046

distance 0.346 · cross-district

#16 · Jalgaoncell 4780006035

distance 0.347 · cross-district

#17 · Nagpurcell 4840004479

distance 0.349 · cross-district

#18 · Amravaticell 4680001358

distance 0.351 · 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":4730003028}}}'

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.