Bhārata Strata · Maharashtra · Nagpur · morphological twins

Places like cell 4840008021

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 2 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.025

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840008020

distance 0.025

#2 · Nagpurcell 4840008082

distance 0.05

#3 · Nagpurcell 4840007669

distance 0.056

#4 · Nagpurcell 4840008266

distance 0.058

#5 · Nagpurcell 4840008267

distance 0.068

#6 · Nagpurcell 4840007727

distance 0.07

#7 · Nagpurcell 4840008209

distance 0.072

#8 · Nagpurcell 4840007666

distance 0.075

#9 · Nagpurcell 4840007842

distance 0.084

#10 · Nagpurcell 4840008212

distance 0.084

#11 · Wardhacell 4980003926

distance 0.085 · cross-district

#12 · Nagpurcell 4840007594

distance 0.087

#13 · Nagpurcell 4840007597

distance 0.088

#14 · Nagpurcell 4840008019

distance 0.088

#15 · Nagpurcell 4840007510

distance 0.09

#16 · Nagpurcell 4840007508

distance 0.091

#17 · Nagpurcell 4840007679

distance 0.092

#18 · Nagpurcell 4840007599

distance 0.094

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":4840008021}}}'

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.