Bhārata Strata · Maharashtra · Nagpur · morphological twins

Places like cell 4840000717

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 3 distinct districts

Index confidence

0.94

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.072

lower = more alike (weighted)

The twins, closest first

#1 · Wardhacell 4980003179

distance 0.072 · cross-district

#2 · Wardhacell 4980002347

distance 0.1 · cross-district

#3 · Yavatmalcell 5000009027

distance 0.109 · cross-district

#4 · Yavatmalcell 5000010136

distance 0.11 · cross-district

#5 · Nagpurcell 4840000657

distance 0.119

#6 · Wardhacell 4980002503

distance 0.121 · cross-district

#7 · Wardhacell 4980002287

distance 0.125 · cross-district

#8 · Yavatmalcell 5000007523

distance 0.128 · cross-district

#9 · Wardhacell 4980002202

distance 0.128 · cross-district

#10 · Wardhacell 4980002376

distance 0.132 · cross-district

#11 · Nagpurcell 4840000381

distance 0.133

#12 · Wardhacell 4980002290

distance 0.133 · cross-district

#13 · Wardhacell 4980002366

distance 0.133 · cross-district

#14 · Nagpurcell 4840000382

distance 0.134

#15 · Wardhacell 4980002027

distance 0.135 · cross-district

#16 · Wardhacell 4980002289

distance 0.135 · cross-district

#17 · Yavatmalcell 5000010251

distance 0.135 · cross-district

#18 · Wardhacell 4980002284

distance 0.136 · 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":4840000717}}}'

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.