Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002622

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.238

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850004081

distance 0.238 · cross-district

#2 · Yavatmalcell 5000002901

distance 0.244 · cross-district

#3 · Chandrapurcell 4730001861

distance 0.27

#4 · Nandedcell 4850000660

distance 0.272 · cross-district

#5 · Chandrapurcell 4730000340

distance 0.285

#6 · Amravaticell 4680006752

distance 0.288 · cross-district

#7 · Nandedcell 4850003312

distance 0.295 · cross-district

#8 · Nandedcell 4850001647

distance 0.295 · cross-district

#9 · Hingolicell 4770001752

distance 0.306 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690002140

distance 0.312 · cross-district

#11 · Nandedcell 4850003601

distance 0.315 · cross-district

#12 · Yavatmalcell 5000003199

distance 0.319 · cross-district

#13 · Nandedcell 4850006444

distance 0.324 · cross-district

#14 · Hingolicell 4770001461

distance 0.324 · cross-district

#15 · Washimcell 4990000761

distance 0.329 · cross-district

#16 · Chandrapurcell 4730001239

distance 0.332

#17 · Dharashivcell 4880000691

distance 0.333 · cross-district

#18 · Nandedcell 4850003473

distance 0.334 · 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":4730002622}}}'

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.