Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004922

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

0.15

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002211

distance 0.15 · cross-district

#2 · Parbhanicell 4890004923

distance 0.154

#3 · Hingolicell 4770002276

distance 0.16 · cross-district

#4 · Parbhanicell 4890004924

distance 0.161

#5 · Jalnacell 4790006653

distance 0.173 · cross-district

#6 · Buldhanacell 4720005853

distance 0.173 · cross-district

#7 · Jalnacell 4790002902

distance 0.193 · cross-district

#8 · Parbhanicell 4890005208

distance 0.195

#9 · Parbhanicell 4890005347

distance 0.195

#10 · Jalnacell 4790001827

distance 0.198 · cross-district

#11 · Amravaticell 4680007664

distance 0.202 · cross-district

#12 · Parbhanicell 4890005481

distance 0.203

#13 · Buldhanacell 4720003890

distance 0.205 · cross-district

#14 · Akolacell 4670000369

distance 0.21 · cross-district

#15 · Parbhanicell 4890004487

distance 0.21

#16 · Hingolicell 4770001622

distance 0.211 · cross-district

#17 · Hingolicell 4770000861

distance 0.213 · cross-district

#18 · Hingolicell 4770001522

distance 0.213 · 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":4890004922}}}'

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.