Bhārata Strata · Maharashtra · Nagpur · morphological twins

Places like cell 4840007253

The MH-36 locality cells most similar to this Nagpur 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 6 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.19

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680007844

distance 0.19 · cross-district

#2 · Amravaticell 4680007847

distance 0.238 · cross-district

#3 · Amravaticell 4680008531

distance 0.238 · cross-district

#4 · Nagpurcell 4840006647

distance 0.25

#5 · Nandedcell 4850007975

distance 0.256 · cross-district

#6 · Nandedcell 4850008418

distance 0.259 · cross-district

#7 · Nagpurcell 4840007057

distance 0.26

#8 · Nandedcell 4850007830

distance 0.265 · cross-district

#9 · Nagpurcell 4840007262

distance 0.265

#10 · Amravaticell 4680009573

distance 0.271 · cross-district

#11 · Wardhacell 4980002538

distance 0.271 · cross-district

#12 · Amravaticell 4680008630

distance 0.276 · cross-district

#13 · Nagpurcell 4840007062

distance 0.28

#14 · Nandedcell 4850008819

distance 0.281 · cross-district

#15 · Nandedcell 4850007800

distance 0.286 · cross-district

#16 · Nandedcell 4850007654

distance 0.287 · cross-district

#17 · Beedcell 4700008826

distance 0.288 · cross-district

#18 · Yavatmalcell 5000000192

distance 0.291 · 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":484,"cluster_id":4840007253}}}'

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.