Bhārata Strata · Maharashtra · Nagpur · morphological twins

Places like cell 4840000726

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 7 distinct districts

Index confidence

0.94

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.25

lower = more alike (weighted)

The twins, closest first

#1 · Wardhacell 4980000647

distance 0.25 · cross-district

#2 · Wardhacell 4980001756

distance 0.265 · cross-district

#3 · Nagpurcell 4840002273

distance 0.271

#4 · Amravaticell 4680003891

distance 0.274 · cross-district

#5 · Nagpurcell 4840000496

distance 0.279

#6 · Wardhacell 4980001326

distance 0.28 · cross-district

#7 · Wardhacell 4980001547

distance 0.28 · cross-district

#8 · Bhandaracell 4710001751

distance 0.28 · cross-district

#9 · Nagpurcell 4840007245

distance 0.284

#10 · Wardhacell 4980001436

distance 0.286 · cross-district

#11 · Wardhacell 4980001750

distance 0.294 · cross-district

#12 · Nagpurcell 4840001535

distance 0.295

#13 · Yavatmalcell 5000009094

distance 0.295 · cross-district

#14 · Gadchirolicell 4750005769

distance 0.305 · cross-district

#15 · Jalnacell 4790006039

distance 0.312 · cross-district

#16 · Yavatmalcell 5000010204

distance 0.312 · cross-district

#17 · Gadchirolicell 4750009808

distance 0.312 · cross-district

#18 · Gadchirolicell 4750010384

distance 0.316 · 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":4840000726}}}'

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.