Bhārata Strata · Maharashtra · Nagpur · morphological twins

Places like cell 4840000340

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

0.93

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 · Nagpurcell 4840007525

distance 0.19

#2 · Wardhacell 4980005357

distance 0.247 · cross-district

#3 · Amravaticell 4680006487

distance 0.253 · cross-district

#4 · Wardhacell 4980005356

distance 0.254 · cross-district

#5 · Gondiacell 4760001521

distance 0.269 · cross-district

#6 · Wardhacell 4980005380

distance 0.277 · cross-district

#7 · Gondiacell 4760000653

distance 0.278 · cross-district

#8 · Amravaticell 4680006204

distance 0.286 · cross-district

#9 · Parbhanicell 4890005421

distance 0.288 · cross-district

#10 · Amravaticell 4680006630

distance 0.289 · cross-district

#11 · Wardhacell 4980005379

distance 0.29 · cross-district

#12 · Gondiacell 4760000652

distance 0.29 · cross-district

#13 · Amravaticell 4680006776

distance 0.292 · cross-district

#14 · Amravaticell 4680006345

distance 0.304 · cross-district

#15 · Amravaticell 4680006922

distance 0.314 · cross-district

#16 · Parbhanicell 4890005350

distance 0.315 · cross-district

#17 · Dharashivcell 4880006097

distance 0.317 · cross-district

#18 · Jalgaoncell 4780004390

distance 0.319 · 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":4840000340}}}'

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.