Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004621

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

0.132

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005307

distance 0.132

#2 · Parbhanicell 4890004427

distance 0.152

#3 · Jalnacell 4790002247

distance 0.154 · cross-district

#4 · Amravaticell 4680004565

distance 0.156 · cross-district

#5 · Jalnacell 4790003752

distance 0.161 · cross-district

#6 · Amravaticell 4680001020

distance 0.169 · cross-district

#7 · Beedcell 4700005571

distance 0.171 · cross-district

#8 · Amravaticell 4680005794

distance 0.174 · cross-district

#9 · Beedcell 4700007430

distance 0.175 · cross-district

#10 · Parbhanicell 4890004795

distance 0.176

#11 · Amravaticell 4680001233

distance 0.179 · cross-district

#12 · Parbhanicell 4890004525

distance 0.18

#13 · Beedcell 4700005997

distance 0.182 · cross-district

#14 · Amravaticell 4680003889

distance 0.182 · cross-district

#15 · Amravaticell 4680006054

distance 0.183 · cross-district

#16 · Amravaticell 4680003890

distance 0.184 · cross-district

#17 · Beedcell 4700006143

distance 0.184 · cross-district

#18 · Amravaticell 4680000947

distance 0.184 · 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":4890004621}}}'

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.