Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004200

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.133

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004725

distance 0.133

#2 · Amravaticell 4680004878

distance 0.184 · cross-district

#3 · Parbhanicell 4890004812

distance 0.187

#4 · Amravaticell 4680004786

distance 0.187 · cross-district

#5 · Buldhanacell 4720005301

distance 0.189 · cross-district

#6 · Nagpurcell 4840007722

distance 0.19 · cross-district

#7 · Buldhanacell 4720004421

distance 0.198 · cross-district

#8 · Parbhanicell 4890004031

distance 0.2

#9 · Buldhanacell 4720003882

distance 0.2 · cross-district

#10 · Buldhanacell 4720005086

distance 0.201 · cross-district

#11 · Amravaticell 4680005209

distance 0.201 · cross-district

#12 · Parbhanicell 4890005407

distance 0.201

#13 · Nagpurcell 4840008025

distance 0.202 · cross-district

#14 · Akolacell 4670000878

distance 0.204 · cross-district

#15 · Washimcell 4990000799

distance 0.205 · cross-district

#16 · Parbhanicell 4890005159

distance 0.206

#17 · Nagpurcell 4840005066

distance 0.206 · cross-district

#18 · Amravaticell 4680003137

distance 0.207 · 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":4890004200}}}'

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.