Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004218

The MH-36 locality cells most similar to this Parbhani 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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.113

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790002150

distance 0.113 · cross-district

#2 · Parbhanicell 4890004286

distance 0.117

#3 · Jalnacell 4790002990

distance 0.124 · cross-district

#4 · Jalnacell 4790002920

distance 0.125 · cross-district

#5 · Parbhanicell 4890004289

distance 0.125

#6 · Parbhanicell 4890004287

distance 0.128

#7 · Jalnacell 4790002057

distance 0.133 · cross-district

#8 · Solapurcell 4960007088

distance 0.135 · cross-district

#9 · Parbhanicell 4890004055

distance 0.136

#10 · Jalnacell 4790002907

distance 0.14 · cross-district

#11 · Parbhanicell 4890004366

distance 0.141

#12 · Parbhanicell 4890004224

distance 0.141

#13 · Jalnacell 4790002482

distance 0.143 · cross-district

#14 · Jalnacell 4790001049

distance 0.145 · cross-district

#15 · Nagpurcell 4840004471

distance 0.149 · cross-district

#16 · Jalnacell 4790002058

distance 0.149 · cross-district

#17 · Parbhanicell 4890004290

distance 0.152

#18 · Jalnacell 4790002655

distance 0.152 · 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":489,"cluster_id":4890004218}}}'

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.